User profiles for Zeno Jonke

Zeno Jonke

Applied Scientist at Amazon
Verified email at alumni.fer.hr
Cited by 228

[HTML][HTML] Solving constraint satisfaction problems with networks of spiking neurons

Z Jonke, S Habenschuss, W Maass - Frontiers in neuroscience, 2016 - frontiersin.org
Network of neurons in the brain apply—unlike processors in our current generation of computer
hardware—an event-based processing strategy, where short pulses (spikes) are emitted …

[HTML][HTML] Stochastic computations in cortical microcircuit models

S Habenschuss, Z Jonke, W Maass - PLoS computational biology, 2013 - journals.plos.org
Experimental data from neuroscience suggest that a substantial amount of knowledge is
stored in the brain in the form of probability distributions over network states and trajectories of …

[HTML][HTML] NEVESIM: event-driven neural simulation framework with a Python interface

D Pecevski, D Kappel, Z Jonke - Frontiers in neuroinformatics, 2014 - frontiersin.org
NEVESIM is a software package for event-driven simulation of networks of spiking neurons
with a fast simulation core in C++, and a scripting user interface in the Python programming …

Feedback inhibition shapes emergent computational properties of cortical microcircuit motifs

Z Jonke, R Legenstein, S Habenschuss… - Journal of …, 2017 - Soc Neuroscience
Cortical microcircuits are very complex networks, but they are composed of a relatively small
number of stereotypical motifs. Hence, one strategy for throwing light on the computational …

A probabilistic model for learning in cortical microcircuit motifs with data-based divisive inhibition

R Legenstein, Z Jonke, S Habenschuss… - arXiv preprint arXiv …, 2017 - arxiv.org
Previous theoretical studies on the interaction of excitatory and inhibitory neurons proposed
to model this cortical microcircuit motif as a so-called Winner-Take-All (WTA) circuit. A recent …

A theoretical basis for efficient computations with noisy spiking neurons

Z Jonke, S Habenschuss, W Maass - arXiv preprint arXiv:1412.5862, 2014 - arxiv.org
Network of neurons in the brain apply - unlike processors in our current generation of computer
hardware - an event-based processing strategy, where short pulses (spikes) are emitted …

[CITATION][C] Improved feature extraction by pyramidal cells through relaxed lateral inhibition

Z Jonke, S Habenschuss, R Legenstein… - Neuroscience …, 2012 - graz.elsevierpure.com
Zeno Jonke, Stefan Habenschuss, Robert Legenstein, Wolfgang Maass …

[CITATION][C] Neural Computation with Assemblies and Assembly Sequences

C Pokorny, G Griesbacher, Z Jonke… - 45th Annual Meeting …, 2015 - graz.elsevierpure.com
… Christoph Pokorny, Gernot Griesbacher, Zeno Jonke, Robert Legenstein …

[PDF][PDF] Biologically plausible learning and meta-learning in recurrent networks of spiking neurons

A Subramoney - 2020 - anandsubramoney.com
… I would like to thank all my other current and former colleagues at IGI, including Zeno Jonke,
Arjun Rao, Darjan Salaj, Ceca Kraisnikovic, Franz Scherr, Elias Hajek, Guillaume Bellec, …

Automatic comic-like image layout system preserving image order and important regions

E Myodo, S Ueno, K Takagi, S Sakazawa - Proceedings of the 19th ACM …, 2011 - dl.acm.org
In this paper, we present a practical and automatic comic-like image layout system for event
photos or event movies. We focus on the comic-like layout with cropping. The comic-like …