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The Journal of Neuroscience, November 15, 2001, 21(22):9018-9026
Lesions of the Basolateral Amygdala Disrupt Selective Aspects of
Reinforcer Representation in Rats
Pam
Blundell1,
Geoffrey
Hall1, and
Simon
Killcross2
1 Department of Psychology, University of York,
Heslington, York, YO10 5DD United Kingdom, and 2 School of
Psychology, Cardiff University, Cardiff CF10 3YG, United Kingdom
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ABSTRACT |
The amygdala is known to play a role in learning about
motivationally significant events. We investigated this role further by
examining the effects of excitotoxic lesions of the basolateral amygdala on the ability of rats to use instrumental outcomes to direct
responding (the differential outcomes effect) and on the ability of
Pavlovian cues to modulate instrumental performance based on shared
outcomes (reinforcer-selective Pavlovian-to-instrumental transfer). We
found that basolateral amygdala (BLA) lesions did not affect the
ability of rats to learn a basic instrumental conditional discrimination, but did disrupt the ability of differential outcomes to
facilitate acquisition. In Pavlovian-to-instrumental transfer, BLA
lesions did not disrupt the basic enhancement of instrumental performance but did abolish the reinforcer specificity of that enhancement. These results suggest that the BLA is involved in the
representation of the sensory aspects of motivationally significant events.
Key words:
appetitive conditioning; basolateral amygdala; reward; reinforcement; Pavlovian; instrumental
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INTRODUCTION |
Many studies have demonstrated that
lesions of the basolateral amygdala (BLA) impair a range of forms of
learning about motivationally significant events. In fear conditioning,
BLA lesions produce deficits in freezing to an aversive context
(Phillips and LeDoux, 1992 ), freezing to a specific cue that has been
paired with a shock (LeDoux, 2000 ), conditioned punishment (Killcross
et al., 1997 ), and fear-potentiated startle (Davis, 1992 , 2000 ).
However, despite the well defined role of the amygdala in aversive
learning, its role in appetitive tasks is much less clear. BLA lesions
have no effect on many simple appetitive Pavlovian conditioning tasks, including autoshaping (Willoughby and Killcross, 1998 ; Parkinson et
al., 2000 ), conditioned orienting (Holland, 1997 ), and conditioned magazine approach (Hatfield et al., 1996 ; Willoughby and Killcross, 2000 ). Similarly BLA lesions do not influence simple instrumental conditioning (B.W. Balleine, S. Killcross, and A. Dickinson,
unpublished observations) or the nonspecific modulatory influence of
Pavlovian stimuli on instrumental performance (Everitt et al., 2000 ).
However, in some circumstances BLA lesions do influence aspects of
appetitive learning. Specifically, Hatfield et al. (1996) report a
deficit in appetitive Pavlovian second-order conditioning. Although
first-order conditioning proceeded normally, the first-order
conditional stimulus (CS1) failed to act as a
reinforcer when it is subsequently paired with a second stimulus
(CS2). Parallel deficits have been reported in
conditioned reinforcement (Cador et al., 1989 ; Burns et al., 1993 ).
Here, BLA-lesioned and sham-lesioned rats received first-order appetitive Pavlovian conditioning and then were allowed to make instrumental responses that were reinforced by presentation of the
first-order CS. Sham-, but not BLA-lesioned rats came to respond more
on a lever that resulted in the presentation of this CS than on a
control lever.
Although BLA lesions do not affect acquisition of appetitive
first-order Pavlovian and instrumental conditioned responses, when
BLA-lesioned rats are required to use a CS-reward association in
higher-order learning tasks such as second-order conditioning and
conditioned reinforcement, this association is less effective in
modifying behavior. Hatfield et al. (1996) provided further insight
into this deficit. They showed that rats with BLA lesions do not
respond in the same way as do normal rats after post-training devaluation of the reward by pairing with LiCl. Control animals showed
both reduced magazine approach during the CS in an extinction test and
reduced consumption of pellets. Although BLA-lesioned animals showed a
reduced intake of pellets, demonstrating that they had acquired the
food-illness association, they continued responding to the CS during
the test.
One obvious interpretation of these effects is that responding in
BLA-lesioned animals is not sensitive to the current value of reward
representations. However, it is clear by their unimpaired performance
in first-order conditioning that BLA-lesioned rats are sensitive to
some aspects of reward presentation. The following experiments examine
appetitive conditioning after BLA lesions, using the differential
outcomes effect and reward-specific Pavlovian-to-instrumental transfer
to assess the nature of reward representations in lesioned animals.
Here, we assess animals' ability to represent the precise sensory
nature of rewards by examining their ability to respond differentially
in the presence of cues for different reward types.
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MATERIALS AND METHODS |
Experiment 1: BLA lesions and the differential outcomes effect
Subjects
We used 32, naive, male hooded Lister rats. At the beginning of
the experiment their mean ad libitum weight was 372 gm
(range, 325-450 gm). The rats were housed in pairs in a
climate-controlled vivarium (lights on 8:00 A.M. to 8:00 P.M.).
Subjects were tested during the light portion of the cycle. Before the
start of training the rats were reduced to 80% of their ad
libitum postsurgical recovery weights. After completion of
behavioral testing, the rats were killed, and their brains were
removed for histological analysis.
Surgery
Under anesthesia 16 rats received bilateral lesions of the BLA
produced by injection of quinolinic acid (0.09 M); the
remainder received a control surgical procedure. Anesthesia was induced with 4% halothane, delivered in O2 and
N2O gas (~1.0 l/min of each) in an induction
chamber (IMS Ltd., Congleton, UK). When a rat was fully
anesthetized, it was placed in a stereotaxic frame (Stoelting Inc.,
Kiel, WI) with its nose in a face mask (IMS Ltd.). Anesthesia
was maintained with delivery of 1.5% halothane in
O2 and N2O gas (~0.7
l/min of each), through the face mask. The depth of anesthesia was
monitored by assessing the pedal withdrawal reflex and responsivity to
a mild tail pinch. An incision was made along the skull, and then skin
and fascia were cleared to reveal bregma. A drill mounted on the
stereotaxic frame was used to make burr holes above the injection
sites. Injections (two on each side) were made with a 30 gauge needle
attached by polythene tubing to a 1 µl syringe, which was
controlled by an infusion pump (Harvard Apparatus, Holliston, MA). We
made 0.25 µl injections at the following coordinates: lateral ±4.6
mm, anteroposterior 2.3 mm, 3 mm, and ventral (from dura) 7.3 mm.
Each injection was made over 2.5 min, and the injection needle was left
in place for an additional 2.5 min to allow the neurotoxin to diffuse. The skin was then closed with suture. Animals were then given an
injection of saline if they were dehydrated. Animals were observed during recovery from anesthesia, and they were returned to the vivarium
after starting to eat and drink. Animals were allowed to recover for at
least 1 week with ad libitum access to food and water. The
control surgical procedure was identical to that which was used to
produce lesions, the only difference being that no quinolinic acid was injected.
Histology
After the completion of behavioral testing, animals were
anesthetized with a lethal overdose of sodium pentobarbitol (Sagital; 2 ml/animal, i.p.) and perfused via the ascending aorta with 0.1 M PBS, pH 7.4, followed by 4% paraformaldehyde. The brains
were then removed and post-fixed in 4% paraformaldehyde solution
before being transferred into 20% sucrose solution. After 24 hr the
brains were frozen on a freezing microtome fast-freeze plate, before coronal sections (40 µm) were cut on a freezing microtome throughout the full extent of the lesioned area. Every fourth section was taken
and mounted on a gelatin-coated glass slide and then stained for
analysis using cresyl violet. Slides were coverslipped, dried, and then
examined under microscope to assess the extent and nature of
excitotoxin-induced neuronal damage. Areas of neuronal loss were mapped
onto standardized sections of the rat brain (Swanson, 1998 ).
Apparatus
Behavioral procedures were performed in eight, identical,
standard operant chambers (MedAssociates, St. Albans, VT), housed in
sound-attenuating boxes. The dimensions of the chambers were 30.5-cm-wide × 24.1-cm-high × 21.0-cm-deep. The ceiling and
the two longest sides where made from clear polycarbonate, and the front and back of the chambers were of stainless steel. The floor was a
standard grid floor, with 19 stainless steel rods, each with a diameter
of 4.8 mm, arranged with centers 1.6 cm apart. The chambers were fitted
with two retractable levers, at identical heights at the left-hand and
right-hand side of the front wall. Each lever could be inserted 19 mm
into the chamber. The maximum travel of the levers was 6 mm. Above each
lever was a 100 mA stimulus light, 25 mm across. Between the two levers
there was a trough-type dual pellet/dipper receptacle, into which
either pellets or liquid could be delivered. Nose pokes into this
receptacle were measured by an infrared detector. A heavy-duty relay
was fitted to the outside of the chamber, on the wall opposite the
levers. This could be switched on and off to create a 10 Hz train of
clicks. A speaker was also mounted on this wall and was connected to a tone generator was that could deliver tones of various frequencies. A
28 V, 100 mA house light was mounted at the top-center of this wall,
with an open hood that pointed to the ceiling of the box. For all
experiments, the sound level of the tone was measured and matched to
that of the click-train, at 80 dB. All stimuli and responses were
controlled and measured by Med-PC software (MedAssociates) running on
an IBM-compatible computer.
Procedure
Training. After recovery from surgery, each animal
was assigned to one of the eight operant chambers, and thereafter was
always trained in that chamber. At the start of each session, the house light came on and remained on throughout the session. The house light
went out at the end of each session. The reinforcers used were 45 gm
Noyes food pellets and 0.5 ml 20% w/v sucrose solution. Pilot studies
indicated that in normal rats these two rewards produce very similar
levels of performance of conditioned behaviors such as magazine
approach and lever pressing and are well matched for their motivational
value. Training consisted of three stages: magazine training, lever
press training, and finally training on a continuous performance
conditional discrimination task. There were then two test sessions, one
in extinction and one in which the tone and clicker were not presented.
One session was run on each day.
Magazine training. All of the rats were trained to collect
food rewards during two, 30 min magazine training sessions. Half the
animals (equal numbers of sham- and BLA-lesioned animals) were trained
to collect food pellets in the first training session, and half were
trained to collect sucrose solution. The next day rats were trained to
collect the alternative reward. The rewards were delivered on a random
time (RT) 60 sec schedule.
Lever training. The rats were initially trained to respond
on the levers during two sessions with a continuous schedule of reinforcement (i.e., every lever press was rewarded). One lever was
inserted into the chamber at the beginning of the session and retracted
at the end of the session, and both sucrose solution and food pellets
were used with equal probability as rewards. The rats were given
identical training on each lever in successive sessions. Each session
continued until the rat had earned 50 reinforcers or 1 hr had passed.
The order in which animals were trained on each lever was
counterbalanced such that half the lesioned and half the sham-lesioned
rats were trained on the left lever first, the remainder on the right
lever first. If animals did not complete 50 lever presses in an hour,
they underwent an additional training session on that lever, before
proceeding to the next stage of training. In the next two sessions of
training rewards were delivered according to a random interval (RI) 30 sec schedule. Sessions lasted 40 min. In the first of these sessions,
the rats were trained on the same lever as they had been trained with
on in the first session of lever press training. The other lever was
present during the second session. Pellets and sucrose solution were
used as rewards with equal probability.
Discrimination training. In the instrumental discrimination
phase, which lasted 10 d, each session was 40 min long, and
consisted of eight, alternating 5 min presentations of an auditory
stimulus: either a 3 kHz tone or a 10 Hz click-train. Both levers were
present for the duration of the session, but during each stimulus only one lever was reinforced. For example, during tone presentation pressing on the left lever would be reinforced, and during click-train presentation pressing on the right lever would be reinforced. Reinforcement was delivered on a RI 30 sec schedule. Rats were randomly
allocated to two groups, consistent and inconsistent, with eight sham-
and eight BLA-lesioned animals in each group. The contingencies for
each of these groups are shown in Table 1. Animals in the consistent group
received a specific reinforcer sucrose solution or food pellets after
an appropriate lever press in the presence of one of the auditory
discriminative stimuli. Animals in the inconsistent group received
either sucrose solution or food pellet reinforcement with equal
probability after appropriate lever presses. All conditions were fully
counterbalanced across lesion and sham groups, such that during the
tone, the left lever was as likely to be the correct response as the
right lever, and in group consistent, a response during the tone was as
likely to be reinforced by a food pellet as by delivery of sucrose
solution. The first discriminative stimulus presented in any training
session was determined randomly by the computer. Responding on the
reinforced and the nonreinforced lever was recorded separately for each
5 min bin.
Extinction tests. After training, rats received a test
session conducted in extinction. The procedure was identical to that used for the training sessions, but no reinforcers were delivered. The
rats then received a single reacquisition session, identical to the
training sessions, and were then tested again, this time in the
presence of rewards but in the absence of tone or clicker stimuli. This
test assessed the possibility that the reinforcers themselves might
have come to act as discriminative stimuli. That is, receiving a
particular type of reward could indicate which response an animal
should make in the consistent group, but not in the inconsistent group.
If animals were using this cue to solve the original discrimination we
would expect performance to decline to chance levels in the extinction
test but differential responding to be maintained in this "outcomes
only" test. If discriminative performance is based on the auditory
cues, the reverse pattern should be obtained.
Experiment 2: reinforcer-specific
Pavlovian-to-instrumental transfer
Subjects
The subjects were 16, naive, male, hooded Lister rats, with a
mean weight of 305 gm (range, 290-315 gm) at the time of surgery. The
rats were maintained as described for experiment 1.
Surgery and histology
Eight of the rats underwent surgery to destroy the cell bodies
of the BLA, and the remainder received sham control surgery. All
surgical details and histological procedures were identical to those
for experiment 1.
Apparatus
Training was performed in the operant chambers described for
experiment 1.
Procedure
Magazine training. Magazine training proceeded as
described for experiment 1. All rats then received Pavlovian and
instrumental training sessions.
Pavlovian and instrumental training. On days 3, 5, 7, 9, and
11, all rats received instrumental training. Each instrumental conditioning session lasted 20 min, and there were two sessions per
day. At the start of each session, one of two levers was inserted into
the Skinner box. Responding on this lever was reinforced on an RI 30 sec schedule. The rats were trained in separate sessions (one session
in the morning, and one in the afternoon) to press each of the two
levers. Two reinforcers (sucrose solution and food pellets) were used,
and each was earned by responding on a particular lever. Which lever
earned which reinforcer was counterbalanced across groups, such that,
for half of the rats in each group, responding on the left lever was
reinforced by sucrose solution and responding on the right lever was
reinforced by food pellets, and for the other half, these pairings were reversed.
On days 4, 6, 8, 10, and 12, the rats received Pavlovian conditioning
sessions. Each session lasted 50 min, and there was one session per
day. No levers were present during these sessions. Each session
comprised 10, alternating 5 min presentations of auditory
stimuli either a tone or a click-train (the first stimulus presented
during each session was randomly determined by the computer). During
each stimulus, one of two possible reinforcer types (sucrose solution
or food pellets) was delivered on an RT 30 sec schedule. The reinforcer
that was delivered was different during each of the stimuli, and this
was counterbalanced across groups. For half of the rats in each group,
sucrose solution was delivered during tone presentations, and food
pellets were delivered during the click-train. For the other half of
the rats in each group, these pairings were reversed.
Pavlovian to instrumental transfer tests. After the
training, there was a test session that lasted 45 min and consisted of nine, 5 min trials. There were three trial types (each of which occurred three times) baseline, click, and tone. During baseline trials, no auditory stimuli were presented, during click trials, the
click-train was presented for 5 min, and during tone trials, the tone
was presented for 5 min. The trials were ordered such that each
three-trial block consisted of one of each of the trial types, but
within that block the order was determined pseudorandomly by computer.
For the entirety of the test session both levers were present in the
chamber, but no reinforcers were presented. After this test session,
the rats underwent a further 10 d of training: 5 d of
instrumental training and 5 d of Pavlovian training, with the
procedures outlined above, such that in total there were 10 sessions of
Pavlovian conditioning and 10 sessions of instrumental training on each
response lever. Another test session, identical to the first, was then administered.
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RESULTS |
Experiment 1: BLA lesions and the differential outcomes effect
Trapold (1970) first reported the differential outcomes procedure.
He compared the performance of two groups of animals in learning a
discrete-trial instrumental conditional discrimination. On each trial
the rats were presented with two levers, along with either a tone or
click stimulus. In the control group, correct responses in the presence
of a given stimulus were always rewarded by delivery of the same reward
(a food pellet for some animals, sucrose solution for the others). In
the experimental group, correct responses in the presence of one
stimulus were consistently reinforced by one reward; correct responses
in the presence of the other stimulus were consistently reinforced by
the other reward. The animals in the experimental group
learned the discrimination faster than those in the control group.
There are a variety of possible explanations for the differential
outcomes effect, but they all assume that the more rapid acquisition of
the conditional discrimination in the experimental group is
attributable to associations forming between the discriminative stimuli
and the different sensory properties of the reinforcers. If
BLA-lesioned animals cannot form or cannot use associations involving
the specific sensory properties of motivationally significant stimuli,
we would predict that BLA-lesioned rats would not show the differential
outcomes effect. The probability level for rejection of the null
hypothesis was p < 0.05.
Histology
Histological analysis revealed that two rats had damage to the
central nucleus of the amygdala. These were excluded from all further
analysis. A further rat was excluded because it had damage to the
amygdalohippocampal area. All other rats were retained in the analysis,
leaving 13 lesioned and 16 sham-lesioned rats. Figure
1 shows the extent of the smallest and
largest lesions. Although there was moderate variability in the size of
the lesions, all lesions included damage to the basolateral and lateral
nuclei of the amygdala. Some animals also had damage to the basomedial nucleus. Of the 13 lesioned rats, seven were in the consistent group,
and six were in the inconsistent group.

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Figure 1.
Schematic representation of excitotoxic lesions to
the basolateral amygdala from experiment 1. Shaded areas
represent the smallest (black) and largest
(gray) extent of neuronal damage. Coronal
sections are 1.8 to 3.8 mm relative to bregma (Swanson,
1998 ).
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Acquisition of conditional discrimination
The mean number of correct and incorrect responses in each session
was calculated for each group of rats. The left-hand panel of Figure
2 shows acquisition of the conditional
discrimination in the sham-lesioned groups.

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Figure 2.
Acquisition of a conditional instrumental
discrimination in sham-lesioned (left) and BLA-lesioned
(right) rats. Closed symbols indicate
consistent groups; open symbols indicate inconsistent
groups; circles indicate correct responses;
squares indicate incorrect responses. Bars represent 2 SEs of the differences between means (SED) derived from
the appropriate ANOVA term and may be used as a guide to
variability.
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Rats in both inconsistent and consistent groups came to respond more on
the correct lever than on the incorrect lever as training proceeded.
However, acquisition of the discrimination was retarded in the
inconsistent group, who had responded at a higher rate on the incorrect
lever and a lower rate on the correct lever than the consistent group;
that is, the sham-lesioned rats showed the differential outcomes
effect. The right-hand panel of Figure 2 shows acquisition of the
conditional discrimination in the BLA-lesioned groups. Again, across
training sessions, rats in both inconsistent and consistent groups came
to respond more on the correct lever than on the incorrect lever.
Hence, BLA lesions do not prevent acquisition of the conditional
discrimination. There was, however, no difference between the
performance of the inconsistent and the consistent groups; that is, BLA
lesions eliminated the differential outcomes effect. It may be added
that this experiment also confirmed that the BLA-lesioned rats show no
deficit in basic instrumental or Pavlovian conditioning.
For the purposes of analysis, the data presented in Figure 2 were
converted into difference scores: the number of correct lever presses
in a session minus the number of incorrect lever presses. A three-way
ANOVA was conducted out on the difference scores, with variables of
session (1-10), lesion (BLA, sham), and group (consistent,
inconsistent). This revealed significant main effects of session
(F(9,225) = 71.86; p < 0.001) and group (F(1,25) = 9.21;
p < 0.01), but not lesion (F < 1). Of
the two-way interactions, only the session × group interaction
was significant (F(9,225) = 2.70;
p < 0.01). Simple main effects analysis of this interaction revealed a significant effect of group on sessions 4-10
(smallest F(1,62) = 4.75;
p < 0.05) and an effect of session in both groups
(sham, F(9,225) = 52.80, p < 0.001; BLA,
F(9,225) = 23.73, p < 0.001). Neither the session × lesion interaction (F < 1), nor the lesion × group interaction
(F(1,25) = 2.92) was significant.
Critically, however, the three-way interaction of session × lesion × group was significant
(F(9,225) = 1.93; p < 0.05). To examine this three-way interaction, separate analyses were
conducted on the data from sham-lesioned and BLA-lesioned rats.
Analysis of the data from the sham-lesioned rats revealed
significant main effects of session
(F(9,126) = 47.07; p < 0.001) and of group (F(1,14) = 15.00; p < 0.005). There was a significant session × group interaction
(F(9,126) = 5.46; p < 0.05). Analysis of the simple main effects revealed a significant
effect of group from session 4 onward (smallest
F(1,33) = 5.07). The analysis of the
data from BLA-lesioned rats also revealed a significant main effect of
session (F(9,99) = 28.00;
p < 0.001). However, there was no main effect of group
(F < 1) and no session × group interaction
(F < 1).
Extinction test
Figure 3 shows group mean difference
scores for the extinction test session. All groups maintained the
discrimination (all had positive difference scores) confirming that the
performance shown during acquisition was not dependent on cues supplied
by the delivery of rewards. The overall pattern of group differences shown during acquisition was maintained during this session. That is,
for sham-lesioned animals, the consistent group showed much better
performance than the inconsistent group. The two BLA-lesioned groups
did not differ and their performance fell midway between that shown by
the two sham-lesioned groups. Statistical analysis largely confirmed
these impressions.

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Figure 3.
Group mean difference scores (total correct incorrect responses) during the extinction test session of
experiment 1. Bars represent 2 SED.
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A two-way ANOVA, with variables of lesion (BLA, sham) and group
(consistent, inconsistent), revealed a significant main effect of group
(F(1,25) = 5.31), no significant main
effect of lesion (F < 1), and a lesion × group
interaction that fell just short of the conventional level of
significance (F(1,25) = 3.54;
p = 0.07). Simple main effects analysis showed an
effect of group in sham-lesioned animals
(F(1,25) = 9.80; p < 0.005), but no effect of group in BLA-lesioned animals
(F < 1), or any effect of lesion across consistent
(F(1,25) = 1.46) or inconsistent
(F(1,25) = 2.12) groups.
Outcome-only test
Figure 4 shows the number of correct
responses, minus incorrect responses, during the outcomes-only session.
Again, all groups showed positive difference scores, indicating that
the presentation of the reinforcer could serve as a cue controlling
performance: presumably once they had received a reward for a response
on a given lever, animals tended to persist in responding on that
lever. There is some suggestion that this effect was more powerful in sham-lesioned than in BLA-lesioned animals and also that animals in the
consistent groups produced more correct responses that those in the
inconsistent groups. However, variability within groups was large (and
potentially caused by lesion variability), and these differences proved
to be statistically unreliable.

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Figure 4.
Group mean difference scores of responses during
the "outcomes only" session of experiment 1, in which no
discriminative stimuli were presented. Bars represent 2 SED.
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A two-way ANOVA conducted on the data summarized in Figure 4, with
variables of lesion (BLA, sham) and group (consistent, inconsistent),
revealed no significant main effects (group,
F(1,25) = 1.38; lesion,
F(1,25) = 2.55) and no significant
interaction (F < 1). This suggests that differential
reinforcement provides little or no advantage unless it is signaled by
the tone or clicker.
Experiment 2: reinforcer-specific
Pavlovian-instrumental transfer
Experiment 1 demonstrated that rats with BLA lesions can learn a
conditional discrimination but do not show the differential outcomes
effect. This result may be taken to suggest that rats with BLA lesions
do not form, or cannot use, representations of the sensory aspects of
rewards that enter into associations with other stimuli. Their solution
of the conditional discrimination might be achieved in one of two ways:
it may be that BLA-lesioned rats are simply stimulus-response (S-R)
animals, incapable of forming associations between CSs and any aspect
of the US, be it sensory or motivational, but capable of associating a
given response with the prevailing stimulus conditions. As pressing on
one lever was reinforced during the tone, and on the other lever during
the click-train, S-R associations would permit solution of the
discrimination and would fail to show any effects of
response-reinforcer pairings. An alternative possibility is that rats
with BLA lesions may be able to form associations between CSs and the
motivational aspects of a US, but not associations involving the
sensory aspects of a US. To determine which of these accounts is
correct we examined the effect of BLA lesions on
Pavlovian-to-instrumental transfer of control.
Pavlovian CSs can strongly influence instrumental behavior (Rescorla
and Solomon, 1967 ; Kruse et al., 1983 ). For example, presentation of a
CS that has been paired with reward will, in some circumstances,
potentiate instrumental responding that has been reinforced by that
reward. This potentiation of responding is reinforcer-specific: if an
animal has a choice of two responses, when a CS is presented it will
increase responding more on a lever that resulted in the delivery of
the reward that has followed the CS than on a lever that previously led
to a different reward. For example, a CS that has been paired with food
pellets will cause an increase in responding more on a manipuladum that
has been reinforced by the same food pellets than one that has been reinforced by a different appetitive reinforcer (Kruse et al., 1983 ).
We used this phenomenon to study the associations that are formed
during Pavlovian and instrumental conditioning in rats after BLA
lesions. There are two aspects to the potentiation of responding caused
by presentation of a Pavlovian CS, a general enhancement in
instrumental responding by virtue of the association of the CS
with arousing, motivational aspects of the US, and a
reinforcer-specific potentiation by virtue of the association of the CS
with the specific sensory aspects of the reward. If BLA-lesioned rats
are simply S-R animals, incapable of forming associations between a CS
and any aspect of the reinforcer, then we would not expect them to show
any potentiation of responding caused by superimposing a CS on
instrumental responding. In fact, we might expect a reduction in
responding, because the response normally elicited by presentation of a
CS (food-magazine approach) is likely to interfere with lever pressing.
However, if BLA-lesioned animals form associations between CSs and the
motivational, but not sensory, aspects of a US, then we would expect
instrumental responding to increase during presentation of CSs, but not
to increase specifically on the response that had previously earned the
same reward as that predicted by the CS.
We predicted that sham-lesioned rats would show an increase in
responding on both levers during the tone and the click-train (by
virtue of their conditioned arousing effects) but that the increase
would be greater on the lever that had previously resulted in delivery
of the same reward as was predicted by the stimulus. The question of
interest was whether BLA-lesioned rats would show a general increase in
responding during presentation of the CSs, and if they did, if that
increase would be reinforcer-specific.
Histology
Figure 5 shows the extent
of the smallest and largest lesions. On the whole the lesions proved to
be smaller than in experiment 1. Shrinkage had occurred in all of the
accepted cases, as had gliosis (though often this was not complete).
All animals had bilateral damage to the basolateral nucleus of the
amygdala and at least unilateral damage to the lateral nucleus of the
amygdala. In one case there was limited damage to the cortical nucleus
of the amygdala. All animals had an intact central nucleus.

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Figure 5.
Schematic representation of excitotoxic lesions to
the basolateral amygdala from experiment 2. Shaded areas
represent the smallest (black) and largest
(gray) extent of neuronal damage. Coronal
sections are 1.8 to 3.8 mm relative to bregma (Swanson,
1998 ).
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Pavlovian conditioning
Both groups of rats made more magazine entries during the trials
in which pellets were delivered than during the trials in which sucrose
solution was delivered (average magazine entries per minute during CS:
BLA-sucrose = 9.1; BLA-pellet = 13.4; sham-sucrose = 8.7; sham-pellet = 13.6). A three-way ANOVA, with the variables of
lesion (BLA, sham), session (1-10), and reinforcer (pellets, sucrose),
revealed a significant main effect of reinforcer
(F(1,126) = 17.52; p < 0.001), a significant main effect of session
(F(9,126) = 4.86; p < 0.05), but no significant main effect of lesion (F < 1). None of the interactions were significant (all F
values < 1). The difference in performance for pellets and
sucrose is not likely to reflect differences in the motivational value
of the rewards. Because reward was delivered throughout the duration of
the CS on a RT schedule, assessment of magazine approach reflects both
conditioned and unconditioned aspects of performance. In our apparatus
actual presentation of pellets evokes more frequent magazine entries
than does sucrose presentation, although there is little difference in
the duration of head entry into food magazines. As for experiment 1, pilot studies indicate that for these two rewards levels of conditioned
approach and lever pressing for sucrose and pellets occur at equal
rates (see instrumental training below) and the rewards are well
matched for their motivational properties. Because performance
reflected both conditioned and unconditioned magazine approach, there
was no indication of acquisition across sessions, as the animals
entered this phase of training (which followed magazine training) with
a pre-established high rate of magazine entry. However, a similar
procedure (Balleine, 1994 ; Corbit et al., 2001 ) has been shown to endow
the stimuli with the ability to produce modulate instrumental
performance by Pavlovian-to-instrumental transfer.
Instrumental training
There was no difference in the acquisition of instrumental
performance by BLA-lesioned and sham-lesioned rats (average lever presses per minute: BLA-sucrose = 7.1; BLA-pellet = 6.8;
sham-sucrose = 7.0; sham-pellet = 5.6). Both groups of
responded at a higher rate in later sessions than in earlier sessions,
and neither group showed a bias toward responding more on one lever
than the other, supporting pilot studies indicating that the rewards
were matched for motivational salience. A three-way ANOVA, with the
variables of session (1-10), lever (left, right), and lesion (BLA,
sham), revealed a significant main effect of session
(F(9,126) = 25.57; p < 0.001), no significant effect of lever (F < 1), and
no significant main effect of lesion (F < 1). None of
the interactions were significant (maximum
F(9,126) = 2.19).
Pavlovian to instrumental transfer test
There were no main effects or interactions involving test (all
F values < 1), so the results from tests 1 and 2 were
collapsed for presentation and analysis. Figure
6 shows the overall rate of lever
pressing during presentation of the auditory CSs and during the
baseline period when no CS was presented, for both BLA-lesioned and
sham-lesioned rats. Lever pressing is pooled over both levers and over
both CSs. Both BLA- and sham-lesioned rats responded at a higher rate
during presentation of a CS than during the baseline period and did so
to primarily the same extent. A two-way ANOVA with the variables of CS
(CS, baseline) and lesion (BLA, sham) revealed a significant main
effect of CS (F(1,14) = 16.59;
p < 0.005), but no significant main effect of lesion (F < 1) or CS × lesion interaction
(F(1,14) = 1.03).

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Figure 6.
Group mean response rates during presentation of a
CS and during the baseline (no CS) period from extinction test sessions
of experiment 2. Bars represent 2 SED.
|
|
Figure 7 shows the selective changes in
lever pressing produced by presentation of specific auditory stimuli. A
"same" response is defined as one that had previously been
reinforced by the food-type associated with the CS being presented. A
"different" response is pressing on the other lever. The score
given is an elevation ratio, calculated as the rate of responding on
the lever during presentation of the CS, divided by the rate of
responding on that lever during the baseline period. If there was no
increase in the rate of responding during presentation of the CS, the
elevation ratio would be 1. Results are again collapsed across tests 1 and 2 for presentation. Although levels of transfer were generally lower in test 2 than test 1 (average elevation ratios: BLA test 1, 2.5;
BLA test 2, 2.0; sham test 1, 2.7; sham test 2, 2.2), there was no
difference in the pattern of responding. Sham-lesioned rats showed a
greater increase in responding on the same lever than on the different
lever during both tests 1 and 2, demonstrating reinforcer-specific
Pavlovian-to-instrumental transfer. In contrast, BLA-lesioned rats
showed an equivalent increase in the rate of lever pressing on the same
lever as on the different lever. Thus, although BLA-lesioned rats do
show an increase in responding during the CS, they are not sensitive to
the relationship between the CS and the type of reinforcer produced by
the instrumental response. A three-way ANOVA, with the variables of
response (same, different), lesion (BLA, sham), and test session (test
1, test 2) revealed no significant main effect of response
(F(1,14) = 2.04), a marginal effect of
test session (F(1,14) = 4.58;
p = 0.05), and no significant main effect of lesion
(F < 1). There was, however, a significant response × lesion interaction
(F(1,14) = 4.69; p < 0.05). Simple main effects analysis revealed a significant effect of
response in sham-lesioned animals
(F(1,14) = 6.46; p < 0.05) but not in BLA-lesioned animals (F < 1). No
other interactions were significant (F values < 1).
Hence, sham-lesioned animals show a reinforcer selectivity of transfer,
whereas BLA-lesioned animals show a general transfer effect, but no
reinforcer specificity.

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Figure 7.
Group mean elevation ratios for "same" and
"different" responses in experiment 2 (see Results for details).
Bars represent 2 SED.
|
|
 |
DISCUSSION |
Experiment 1 used the differential-outcomes effect to examine
whether BLA-lesioned rats could use differences in the sensory properties of reinforcers to aid discrimination learning. Sham-lesioned rats trained on a discrimination in which different rewards were correlated with alternative responses learned the discrimination faster
than rats for which reward-type was not correlated with response.
BLA-lesioned rats also acquired the discrimination but did not show
this differential-outcomes effect. BLA-lesioned rats cannot make use of
the differences between rewards to help them learn the discrimination.
This is consistent with the possibility that BLA-lesioned rats cannot
form associations between neutral events and the sensory properties of
motivationally significant stimuli or that BLA-lesioned rats were
learning an S-R association.
Experiment 2 examined the effect of superimposing a CS on instrumental
responding, in BLA- and sham-lesioned rats. Both groups increased
instrumental responding when a CS was presented, suggesting that they
formed an association between the CS and the arousing properties of the
US, a general expectation of reward, but not an expectation that
supplies information about which specific reward will occur. The fact
that BLA-lesioned rats show increased responding during presentation of
a Pavlovian CS is inconsistent with the suggestion that these are
purely S-R animals. By this analysis any conditioned responding
established during Pavlovian training must be S-R magazine approach, a
response that would be expected to compete with, rather than enhance,
lever pressing.
When we examined the reinforcer specificity of this
Pavlovian-to-instrumental transfer, we found that sham-lesioned animals increased their rate of responding more on the lever on which they had
previously earned the same reward as that predicted by the Pavlovian CS
than on the lever on which they had previously earned a different
reward. In contrast, BLA-lesioned rats showed an equal increase in
responding on both levers, suggesting that BLA-lesioned rats were
insensitive to the differences between the rewards, i.e., to their
unique sensory properties.
In normal animals, when a CS is paired with a US, several different
associations may form (Konorski, 1967 ; Dickinson and Dearing, 1978 ). CS
presentation evokes an internal CS representation (initially sensory in
nature, see Wagner and Brandon, 1989 ). US presentation activates both
sensory (USs) and motivational
(USm) representations, which elicit their own
characteristic responses (consummatory and preparatory, respectively).
The CS representation may form associations with both
USs and USm, and/or with
the responses these produce. Although BLA lesions do not interfere with
simple Pavlovian conditioning (experiment 2), BLA-lesioned rats are not sensitive to post-conditioning changes in reward value (Hatfield et
al., 1996 ). Because reward devaluation by LiCl injection is likely to
act via USs (Garcia, 1989 ; Holland, 1990 ;
Berridge, 1991 ; Balleine, 2000 ) (see also Balleine and Dickinson,
1998a ), reducing palatability and hedonic evaluation of the reward, we suggest that CS-USS associations are not formed
in BLA-lesioned animals. Rather, conditioned responding depends on the
formation of associations between CS and response or between CS and
USm. We should be explicit about what we mean by
USs in contrast to USm. By
USs we refer to those aspects of the reinforcer
that are specific to the individual outcome. Substantial evidence
(Balleine, 2000 ) suggests that reinforcers are represented by a number
of sensory features to which incentive value is ascribed. This value is
manifest by changes in hedonic evaluation, palatability, and subsequent
desirability, of the reinforcer (Berridge, 1996 ; Balleine, 2000 ).
Animals with BLA lesions are incapable of forming, or using, associative USs representations, and they cannot
respond in accordance with associatively activated changes in hedonic
evaluation or palatability. Note that BLA lesions do not disrupt direct
perception of changes in palatability; rats' ability to show rejection
of devalued foods in consumption tests is maintained (Dunn and Everitt, 1988 ). This contrasts with USm, by which we mean
the arousing aspects of motivation that lead to alterations in
preparatory activity and to changes in the strength, but not direction,
of Pavlovian modulation of instrumental performance (Dickinson and Dearing, 1978 ).
The differential outcomes effect occurs because the discriminative
stimulus forms an association with the specific properties of the food
that accompanies it (Trapold, 1970 ; Trapold and Overmier, 1972 ;
Rescorla, 1994 ). According to the analysis presented above, BLA-lesioned rats do not show this effect because the discriminative stimulus cannot form associations with a representation that includes the sensory properties of the reward. Accordingly, BLA-lesioned rats do
not show any advantage of differential reinforcement in discrimination
learning. A similar logic explains the results of experiment 2. During
Pavlovian conditioning, associations form between CS and reward, but in
BLA-lesioned animals, this does not include USs.
When the CS is presented during an extinction test in which animals are
making instrumental responses, the CS creates the expectation of reward
(USm) but does not activate a representation of
the specific sensory aspects of that reward (USs). Hence, there is a general increase in
responding, but no selective effect based on specific response-reward relationships.
This analysis can also account for the results of previous research.
Consider second-order conditioning. Hatfield et al. (1996) paired
CS1 with reward in a first phase, and in a second
phase CS2 was followed by
CS1. There are three proposed mechanisms for the
acquisition of responding in second-order conditioning. First, animals
may form associations between CS2 and
CS1, which, by virtue of an associative chain and
existing CS1-reward associations, will produce
responding during CS2 (S-S learning, Rashotte et al., 1977 ; Rescorla, 1979 , 1980 , 1982 ). Second, animals may form S-R
associations between CS2 and any response evoked
by CS1, increasing responding during
CS2 (S-R learning, Rizley and Rescorla, 1972 ; Holland and Rescorla, 1975 ). Finally, animals may learn direct associations between CS2 and the representation
of reward evoked by presentation of CS1 (Ross,
1986 ).
There is substantial evidence in favor of S-S and S-R
interpretations, but rather less favoring
CS2-reward associations [indeed, theories of
learning (Wagner, 1976 ) suggest that associations between CSs and
evoked representations are difficult to form (but see Holland, 1981 )].
Whether S-R or S-S associations form depends primarily on the
parameters of the experiment, the similarity between
CS1 and CS2 (Rescorla,
1982 ) and the capacity of CS1 to evoke a response
during CS2-CS1 pairings
(Rescorla, 1973 ). Hence, the failure of BLA-lesioned animals to show
second-order conditioning can be accounted for in two ways: first, if
BLA-lesioned animals cannot learn about the sensory properties of
motivationally significant events, then during phase 2 they will have
difficulty forming the association between CS2
and CS1 (note that CS1 will
have acquired motivational significance caused by first-order
associations with USM.) Second-order conditioned
responding based on an associative chain would not be possible. Second,
if BLA-lesioned animals cannot show S-R learning, they will be unable
to form associations between CS2 and the response
evoked by CS1. The first of these explanations fits our interpretation in terms of the failure of BLA animals to
represent the sensory properties of motivationally significant events.
However, a failure of S-R learning in BLA-lesioned animals has
problems accounting for deficits after reinforcer devaluation (Hatfield
et al., 1996 ) and the reinforcer-specificity effects presented in
experiments 1 and 2. If appetitive conditioning proceeds normally, but
is insensitive to reward devaluation, animals must either be learning
by S-R mechanisms or with an impoverished representation of the US. If
the former explanation is invoked to account for normal appetitive
conditioning, then a disruption of S-R learning cannot then be used to
explain deficits in second-order conditioning. For these reasons we
favor the parsimonious explanation that BLA-lesioned animals have a
deficit in representing the sensory properties of motivationally
significant events.
A similar explanation applies to the finding that BLA lesions disrupt
the ability of Pavlovian CSs to act as reinforcers for instrumental
conditioning. Because CSs are purely sensory stimuli with acquired
motivational significance, BLA-lesioned rats will have difficulty
learning lever press-CS associations, and acquisition of lever
pressing rewarded by CSs will be disrupted. However, even if this
associative chain mechanism is not functioning, acquisition could occur
if animals still show S-R learning, formation of a stimulus lever
press association reinforced by the acquired motivational properties of
the CS. There is evidence that BLA-lesioned monkeys can show
conditioned reinforcement (Malkova et al., 1997 ) and that BLA-lesioned
rats show only partial (Cador et al., 1989 ; Everitt et al., 1989 ; Burns
et al., 1993 ; Alderson et al., 2000 ) or transient (Burns et al., 1999 )
deficits in conditioned reinforcement.
In BLA-lesioned rats, the ability of a CS to evoke representations of
the motivationally arousing aspects of a US does not appear to be
impaired. Rather, BLA-lesioned rats seem incapable of forming
associations between events and the sensory-specific aspects of
motivationally significant stimuli. These sensory aspects are important
in the hedonic evaluation of rewards and may depend on connections
between the BLA, insular cortex (Balleine and Dickinson, 1998b ), and
nucleus accumbens core (Corbit et al., 2001 ). In contrast, other data
suggest that the central nucleus of the amygdala is involved in
arousing aspects of the reinforcer (Galaverna et al., 1993 ; Robledo et
al., 1996 ), mediated via the nucleus accumbens shell (Corbit et al.,
2001 ).
 |
FOOTNOTES |
Received June 29, 2001; revised Aug. 28, 2001; accepted Aug. 30, 2001.
This work was supported by a United Kingdom Medical Research Council
(MRC) Career Establishment Grant to S.K. and by an MRC studentship to
P.B.
Correspondence should be addressed to Dr. Simon Killcross, School of
Psychology, P.O. Box 901, Park Place, Cardiff University, Cardiff, CF10
3YG UK. E-mail: KillcrossAS{at}cardiff.ac.uk.
 |
REFERENCES |
-
Alderson HL,
Robbins TW,
Everitt BJ
(2000)
The effects of excitotoxic lesions of the basolateral amygdala on the acquisition of heroin-seeking behavior in rats.
Psychopharmacology
153:111-119[Medline].
-
Balleine BW
(1994)
Asymmetrical interactions between thirst and hunger in Pavlovian-instrumental transfer.
Q J Exp Psychol
47B:211-231.
-
Balleine BW
(2000)
Incentive processes in instrumental conditioning.
In: Handbook of contemporary learning theories (Mowrer RR,
Klein SB,
eds), pp 307-366. Mahwah, NJ: Lawrence Erlbaum.
-
Balleine BW,
Dickinson A
(1998a)
The role of incentive learning in instrumental outcome revaluation by specific satiety.
Anim Learn Behav
26:46-59.
-
Balleine BW,
Dickinson A
(1998b)
Goal-directed instrumental action: contingency and incentive learning and their cortical substrates.
Neuropsychopharmacology
37:407-419.
-
Berridge KC
(1991)
Modulation of taste affect by hunger, caloric satiety, and sensory-specific satiety in the rat.
Appetite
16:103-120[ISI][Medline].
-
Berridge KC
(1996)
Food reward: brain substrates of wanting and liking.
Neurosci Biobehav Rev
20:1-25[ISI][Medline].
-
Burns LH,
Robbins TW,
Everitt BJ
(1993)
Differential effects of excitotoxic lesions of the basolateral amygdala, ventral subiculum and medial prefrontal cortex on responding with conditioned reinforcement and locomotor activity potentiated by intra-accumbens infusions of d-amphetamine.
Behav Brain Res
55:167-183[ISI][Medline].
-
Burns LH,
Everitt BJ,
Robbins TW
(1999)
Effects of excitotoxic lesions of the basolateral amygdala on conditional discrimination learning with primary and conditioned reinforcement.
Behav Brain Res
100:123-133[Medline].
-
Cador M,
Robbins TW,
Everitt BJ
(1989)
Involvement of the amygdala in stimulus-reward associations: interaction with the ventral striatum.
Neuroscience
30:77-86[ISI][Medline].
-
Corbit LH,
Muir JL,
Balleine BW
(2001)
The role of the nucleus accumbens in instrumental conditioning: evidence of a functional dissociation between accumbens core and shell.
J Neurosci
21:3251-3260[Abstract/Free Full Text].
-
Davis M
(1992)
The role of the amygdala in conditioned fear.
In: The amygdala: neurobiological aspects of emotion memory and mental dysfunction (Aggleton JP,
ed), pp 255-306. New York: Wiley-Liss.
-
Davis M
(2000)
The role of the amygdala in unconditioned and conditioned fear and anxiety.
In: The amygdala: a functional analysis (Aggleton JP,
ed), pp 213-288. New York: Oxford UP.
-
Dickinson A,
Dearing MF
(1978)
Appetitive-aversive interactions and inhibitory processes.
In: Mechanisms of learning and motivation: a memorial volume to Jerzy Konorski (Dickinson A,
Boakes RA,
eds), pp 203-231. Hillsdale, NJ: Erlbaum.
-
Dunn LT,
Everitt BJ
(1988)
Double dissociations of the effects of amygdala and insular cortex lesions on conditioned taste-aversion, passive-avoidance, and neophobia in the rat using the excitotoxin ibotenic acid.
Behav Neurosci
102:3-23[ISI][Medline].
-
Everitt BJ,
Cador M,
Robbins TW
(1989)
Interactions between the amygdala and ventral striatum in stimulus reward association: studies using a second-order schedule of sexual reinforcement.
Neuroscience
30:63-75[ISI][Medline].
-
Everitt BJ,
Cardinal RN,
Hall J,
Parkinson JA,
Robbins TW
(2000)
Differential involvement of amygdala subsystems in appetitive conditioning and drug addiction.
In: The amygdala: a functional analysis (Aggleton JP,
ed), pp 353-391. New York: Oxford UP.
-
Galaverna OG,
Seeley RJ,
Berridge KC,
Grill HJ,
Epstein AN,
Schulkin J
(1993)
Lesions of the central nucleus of the amygdala .1. Effects on taste reactivity, taste-aversion learning and sodium appetite.
Behav Brain Res
59:11-17[ISI][Medline].
-
Garcia J
(1989)
Food for Tolman: Cognition and cathexis in concert.
In: Aversion, avoidance and anxiety (Archer T,
Nilsson L-G,
eds), pp 45-85. Hillsdale, NJ: Erlbaum.
-
Hatfield T,
Han JS,
Conley M,
Gallagher M,
Holland P
(1996)
Neurotoxic lesions of basolateral, but not central, amygdala interfere with Pavlovian second-order conditioning and reinforcer devaluation effects.
J Neurosci
16:5256-5265[Abstract/Free Full Text].
-
Holland PC
(1981)
Acquisition of representation-mediated conditioned food aversions.
Learn Motiv
12:1-18.
-
Holland PC
(1990)
Event representation in Pavlovian conditioning: image and action.
Cognition
37:105-131[ISI][Medline].
-
Holland PC
(1997)
Brain mechanisms for changes in processing of conditioned stimuli in Pavlovian conditioning: implications for behavior theory.
Anim Learn Behav
25:373-399.
-
Holland PC,
Rescorla RA
(1975)
Second-order conditioning with food unconditioned stimulus.
J Comp Physiol Psychol
88:459-467[ISI][Medline].
-
Killcross AS,
Everitt BJ,
Robbins TW
(1997)
Different types of fear-related behaviour mediated by separate nuclei within amygdala.
Nature
388:377-380[Medline].
-
Konorski J
(1967)
In: Integrative activity of the brain: an interdisciplinary approach. Chicago, IL: University of Chicago.
-
Kruse JM,
Overmier JB,
Konz WA,
Rokke E
(1983)
Pavlovian conditioned stimulus effects upon instrumental choice behavior are reinforcer specific.
Learn Motiv
14:165-181.
-
LeDoux JE
(2000)
The amygdala and emotion: a view through fear.
In: The amygdala: a functional analysis (Aggleton JP,
ed), pp 289-310. New York: Oxford UP.
-
Malkova L,
Gaffan D,
Murray EA
(1997)
Excitotoxic lesions of the amygdala fail to produce impairment in visual learning for auditory secondary reinforcement but interfere with reinforcer devaluation effects in rhesus monkeys.
J Neurosci
17:6011-6020[Abstract/Free Full Text].
-
Parkinson JA,
Robbins TW,
Everitt BJ
(2000)
Dissociable roles of the central and basolateral amygdala in appetitive emotional learning.
Eur J Neurosci
12:405-413[ISI][Medline].
-
Phillips RG,
LeDoux JE
(1992)
Differential contribution of amygdala and hippocampus to cued and contextual fear conditioning.
Behav Neurosci
106:274-285[ISI][Medline].
-
Rashotte ME,
Griffin RW,
Sisk CL
(1977)
Second-order conditioning of the pigeon's key peck.
Anim Learn Behav
5:25-38.
-
Rescorla RA
(1973)
Second-order conditioning: implications for theories of learning.
In: Contemporary approaches to conditioning and learning (McGuigan FJ,
Lumsden DB,
eds). New York: Wiley.
-
Rescorla RA
(1979)
Aspects of the reinforcer learned in second-order Pavlovian conditioning.
J Exp Psychol Anim Behav Proc
5:79-95[ISI][Medline].
-
Rescorla RA
(1980)
In: Pavlovian second-order conditioning: studies in associative learning. Hillsdale, NJ: Erlbaum.
-
Rescorla RA
(1982)
Simultaneous second-order conditioning produces S-S learning in conditioned suppression.
J Exp Psychol Anim Behav Proc
8:23-32[ISI][Medline].
-
Rescorla RA
(1994)
Transfer of instrumental control mediated by a devalued outcome.
Anim Learn Behav
22:27-33.
-
Rescorla RA,
Solomon RL
(1967)
Two-process learning theory: relationships between Pavlovian conditioning and instrumental learning.
Psychol Rev
74:151-182[ISI][Medline].
-
Rizley RC,
Rescorla RA
(1972)
Associations in second-order conditioning and sensory preconditioning.
J Comp Physiol Psychol
81:1-11[ISI][Medline].
-
Robledo P,
Robbins TW,
Everitt BJ
(1996)
Effects of excitotoxic lesions of the central amygdaloid nucleus on the potentiation of reward-related stimuli by intra-accumbens amphetamine.
Behav Neurosci
110:981-990[ISI][Medline].
-
Ross RT
(1986)
Pavlovian second-order conditioned analgesia.
J Exp Psychol Anim Behav Proc
12:32-39[Medline].
-
Swanson LW
(1998)
In: Brain maps: structure of the rat brain. Amsterdam: Elsevier.
-
Trapold MA
(1970)
Are expectancies based upon different positive reinforcing events discriminably different?
Learn Motiv
1:129-140.
-
Trapold MA,
Overmier JB
(1972)
The second learning process in instrumental learning.
In: Classical conditioning II: Current research and theory (Black AH,
Prokasy WF,
eds), pp 427-452. New York: Appleton-Century-Crofts.
-
Wagner AR
(1976)
Priming in STM: an information-processing mechanism for self-generated or retrieval-generated depression in performance.
In: Habituation: perspectives from child development, animal behavior and neurophysiology (Tighe TJ,
Leaton RN,
eds), pp 95-128. Hillsdale, NJ: Erlbaum.
-
Wagner AR,
Brandon SE
(1989)
Evolution of a structured connectionist model of Pavlovian conditioning (AESOP).
In: Contemporary learning theories: Pavlovian conditioning and the status of traditional learning theory (Klein SB,
Mowrer RR,
eds), pp 149-189. Hillsdale, NJ: Erlbaum.
-
Willoughby PJ,
Killcross AS
(1998)
The role of the basolateral amygdala in appetitive conditioning.
J Psychopharmacol
12:A5.
-
Willoughby PJ,
Killcross AS
(2000)
Effects of excitotoxic lesions of the basolateral nucleus of the amygdala on associative learning in rats.
J Psychopharmacol
14:A48.
Copyright © 2001 Society for Neuroscience 0270-6474/01/21229018-09$05.00/0
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