Boris S. Gutkin

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 17

Top Topics

Financial Markets

Continuous Space

Stochastic Resonance

Neuronal Networks

Top Venues

PLoS Comput. Biol.

Frontiers Comput. Neurosci.

Commun. Nonlinear Sci. Numer. Simul.

Publications

Hugo Laurençon, Yesoda Bhargava, Riddhi Zantye, Charbel-Raphaël Ségerie, Johann Lussange, Veeky Baths, Boris S. Gutkin
Continuous Time Continuous Space Homeostatic Reinforcement Learning (CTCS-HRRL) : Towards Biological Self-Autonomous Agent. CoRR (2024)
Olesia Dogonasheva, Daniil Radushev, Boris S. Gutkin, Denis Zakharov
Dynamical manifold dimensionality as characterization measure of chimera states in bursting neuronal networks. CoRR (2023)
Grégory Dumont, Alberto Pérez-Cervera, Boris S. Gutkin
A framework for macroscopic phase-resetting curves for generalised spiking neural networks. PLoS Comput. Biol. 18 (8) (2022)
Marius Winkler, Grégory Dumont, Eckehard Schöll, Boris S. Gutkin
Phase response approaches to neural activity models with distributed delay. Biol. Cybern. 116 (2) (2022)
Hugo Laurençon, Charbel-Raphaël Ségerie, Johann Lussange, Boris S. Gutkin
Continuous Homeostatic Reinforcement Learning for Self-Regulated Autonomous Agents. CoRR (2021)
Fleur Zeldenrust, Boris S. Gutkin, Sophie Denève
Efficient and robust coding in heterogeneous recurrent networks. PLoS Comput. Biol. 17 (4) (2021)
Johann Lussange, Alexis Belianin, Sacha Bourgeois-Gironde, Boris S. Gutkin
Learning and Cognition in Financial Markets: A Paradigm Shift for Agent-Based Models. IntelliSys (3) (2020)
Denis G. Zakharov, Martin Krupa, Boris S. Gutkin
Modeling dopaminergic modulation of clustered gamma rhythms. Commun. Nonlinear Sci. Numer. Simul. 82 (2020)
AmirPasha Zamani, Nikita Novikov, Boris S. Gutkin
Concomitance of inverse stochastic resonance and stochastic resonance in a minimal bistable spiking neural circuit. Commun. Nonlinear Sci. Numer. Simul. 82 (2020)
Grégory Dumont, Boris S. Gutkin
Macroscopic phase resetting-curves determine oscillatory coherence and signal transfer in inter-coupled neural circuits. PLoS Comput. Biol. 15 (5) (2019)
Denis Volk, Igor Dubinin, Alexandra Myasnikova, Boris S. Gutkin, Vadim V. Nikulin
Generalized Cross-Frequency Decomposition: A Method for the Extraction of Neuronal Components Coupled at Different Frequencies. Frontiers Neuroinformatics 12 (2018)
Fleur Zeldenrust, Sicco de Knecht, Wytse J. Wadman, Sophie Denève, Boris S. Gutkin
Estimating the Information Extracted by a Single Spiking Neuron from a Continuous Input Time Series. Frontiers Comput. Neurosci. 11 (2017)
Matthew Chalk, Paul Masset, Sophie Denève, Boris S. Gutkin
Sensory noise predicts divisive reshaping of receptive fields. PLoS Comput. Biol. 13 (6) (2017)
Ekaterina O. Morozova, Denis G. Zakharov, Boris S. Gutkin, Christopher C. Lapish, Alexey Kuznetsov
Dopamine Neurons Change the Type of Excitability in Response to Stimuli. PLoS Comput. Biol. 12 (12) (2016)
Anatoly Buchin, Sarah Rieubland, Michael Häusser, Boris S. Gutkin, Arnd Roth
Inverse Stochastic Resonance in Cerebellar Purkinje Cells. PLoS Comput. Biol. 12 (8) (2016)
Denis G. Zakharov, Christopher C. Lapish, Boris S. Gutkin, Alexey Kuznetsov
Synergy of AMPA and NMDA Receptor Currents in Dopaminergic Neurons: A Modeling Study. Frontiers Comput. Neurosci. 10 (2016)
Andrew Oster, Boris S. Gutkin, Philippe Faure
Mechanisms for multiple activity modes of VTA dopamine neurons. Frontiers Comput. Neurosci. 9 (2015)
Martin Krupa, Stan C. A. M. Gielen, Boris S. Gutkin
Adaptation and shunting inhibition leads to pyramidal/interneuron gamma with sparse firing of pyramidal cells. J. Comput. Neurosci. 37 (2) (2014)
Boris S. Gutkin, Fleur Zeldenrust
Spike frequency adaptation. Scholarpedia 9 (2) (2014)
Mario Dipoppa, Boris S. Gutkin
Correlations in background activity control persistent state stability and allow execution of working memory tasks. Frontiers Comput. Neurosci. 7 (2013)
Romain Daniel Cazé, Mark D. Humphries, Boris S. Gutkin
Passive Dendrites Enable Single Neurons to Compute Linearly Non-separable Functions. PLoS Comput. Biol. 9 (2) (2013)
Michael Graupner, Reinoud Maex, Boris S. Gutkin
Endogenous Cholinergic Inputs and Local Circuit Mechanisms Govern the Phasic Mesolimbic Dopamine Response to Nicotine. PLoS Comput. Biol. 9 (8) (2013)
Mario Dipoppa, Martin Krupa, Alessandro Torcini, Boris S. Gutkin
Splay States in Finite Pulse-Coupled Networks of Excitable Neurons. SIAM J. Appl. Dyn. Syst. 11 (3) (2012)
Romain Daniel Cazé, Mark D. Humphries, Boris S. Gutkin
Spiking and saturating dendrites differentially expand single neuron computation capacity. NIPS (2012)
Lyle Muller, Romain Brette, Boris S. Gutkin
Spike-Timing Dependent Plasticity and Feed-Forward Input Oscillations Produce Precise and Invariant Spike Phase-Locking. Frontiers Comput. Neurosci. 5 (2011)
Mehdi Keramati, Boris S. Gutkin
A Reinforcement Learning Theory for Homeostatic Regulation. NIPS (2011)
Michiel W. H. Remme, Máté Lengyel, Boris S. Gutkin
The Role of Ongoing Dendritic Oscillations in Single-Neuron Dynamics. PLoS Comput. Biol. 5 (9) (2009)
Klaus M. Stiefel, Boris S. Gutkin, Terrence J. Sejnowski
The effects of cholinergic neuromodulation on neuronal phase-response curves of modeled cortical neurons. J. Comput. Neurosci. 26 (2) (2009)
Jesper Tegnér, Albert Compte, Charles Auffray, Gary An, Gunnar Cedersund, Gilles Clermont, Boris S. Gutkin, Zoltán N. Oltvai, Klaas Enno Stephan, Randy Thomas, Pablo Villoslada
Computational disease modeling - fact or fiction? BMC Syst. Biol. 3 (2009)
Boris S. Gutkin, Jürgen Jost, Henry C. Tuckwell
Random perturbations of spiking activity in a pair of coupled neurons. Theory Biosci. 127 (2) (2008)
Ho Young Jeong, Boris S. Gutkin
Synchrony of Neuronal Oscillations Controlled by GABAergic Reversal Potentials. Neural Comput. 19 (3) (2007)
Aaron J. Gruber, Peter Dayan, Boris S. Gutkin, Sara A. Solla
Dopamine modulation in the basal ganglia locks the gate to working memory. J. Comput. Neurosci. 20 (2) (2006)
Ho Young Jeong, Boris S. Gutkin
Study on the role of GABAergic synapses in synchronization. Neurocomputing (2005)
Eugene M. Izhikevich, Boris S. Gutkin
Guest Editorial. J. Comput. Neurosci. 18 (3) (2005)
Klaus M. Stiefel, Valérie Wespatat, Boris S. Gutkin, Frank Tennigkeit, Wolf Singer
. J. Comput. Neurosci. 19 (1) (2005)
Boris S. Gutkin, Tim A. Hely, Jürgen Jost
Noise delays onset of sustained firing in a minimal model of persistent activity. Neurocomputing (2004)
Boris S. Gutkin, Bard Ermentrout, Michael Rudolph
Spike Generating Dynamics and the Conditions for Spike-Time Precision in Cortical Neurons. J. Comput. Neurosci. 15 (1) (2003)
Aaron J. Gruber, Peter Dayan, Boris S. Gutkin, Sara A. Solla
Dopamine Modulation in a Basal Ganglio-cortical Network Implements Saliency-based Gating of Working Memory. NIPS (2003)
Boris S. Gutkin, Carlo R. Laing, Bard Ermentrout, William C. Troy
Multiple Bumps in a Neuronal Model of Working Memory. SIAM J. Appl. Math. 63 (1) (2002)
Bard Ermentrout, Matthew Pascal, Boris S. Gutkin
The Effects of Spike Frequency Adaptation and Negative Feedback on the Synchronization of Neural Oscillators. Neural Comput. 13 (6) (2001)
Boris S. Gutkin, Carlo R. Laing, Carol L. Colby, Carson C. Chow, Bard Ermentrout
Turning On and Off with Excitation: The Role of Spike-Timing Asynchrony and Synchrony in Sustained Neural Activity. J. Comput. Neurosci. 11 (2) (2001)
Boris S. Gutkin, Bard Ermentrout, Joseph O'Sullivan
Layer 3 patchy recurrent excitatory connections may determine the spatial organization of sustained activity in the primate prefrontal cortex. Neurocomputing (2000)
Boris S. Gutkin, Charles E. Smith
Conditions for noise reduction and stable encoding of spatial structure by cortical neural networks. Biol. Cybern. 82 (6) (2000)
Jim G. Dilmore, Boris S. Gutkin, Bard Ermentrout
Effects of dopaminergic modulation of persistent sodium currents on the excitability of prefrontal cortical neurons: A computational study. Neurocomputing (1999)
Hermann Schobesberger, Boris S. Gutkin, John P. Horn
A minimal model for metabotropic modulation of fast synaptic transmission and firing properties in bullfrog sympathetic B neurons. Neurocomputing (1999)
Boris S. Gutkin, Bard Ermentrout
Dynamics of Membrane Excitability Determine Inter-Spike Interval Variability: A Link Between Spike Generation Mechanisms and Cortical Spike Train Statistics. Neural Comput. 10 (5) (1998)
Boris S. Gutkin, Charles E. Smith
Stable encoding of spatial structure by a recurrent neural network in the presence of noisy data. ICNN (1996)