Nicolas Brunel

Publication Activity (10 Years)

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

Top Topics

Data Imputation

Unsupervised Learning

Top Venues

PLoS Comput. Biol.

J. Comput. Neurosci.

Frontiers Comput. Neurosci.

Publications

Yu Feng, Nicolas Brunel
Attractor neural networks with double well synapses. PLoS Comput. Biol. 20 (2) (2024)
Sebastian Goldt, Florent Krzakala, Lenka Zdeborová, Nicolas Brunel
Bayesian reconstruction of memories stored in neural networks from their connectivity. PLoS Comput. Biol. 19 (1) (2023)
Thibault Cordier, Vincent Blot, Louis Lacombe, Thomas Morzadec, Arnaud Capitaine, Nicolas Brunel
Flexible and Systematic Uncertainty Estimation with Conformal Prediction via the MAPIE library. COPA (2023)
Aghil Abed Zadeh, Brandon D. Turner, Nicole Calakos, Nicolas Brunel
Non-monotonic effects of GABAergic synaptic inputs on neuronal firing. PLoS Comput. Biol. 18 (6) (2022)
Hong-Lan Botterman, Julien Roussel, Thomas Morzadec, Ali Jabbari, Nicolas Brunel
Robust PCA for Anomaly Detection and Data Imputation in Seasonal Time Series. LOD (2) (2022)
Hong-Lan Botterman, Julien Roussel, Thomas Morzadec, Ali Jabbari, Nicolas Brunel
Robust PCA for Anomaly Detection and Data Imputation in Seasonal Time Series. CoRR (2022)
Vianney Taquet, Vincent Blot, Thomas Morzadec, Louis Lacombe, Nicolas Brunel
MAPIE: an open-source library for distribution-free uncertainty quantification. CoRR (2022)
Alessandro Sanzeni, Mark H. Histed, Nicolas Brunel
Response nonlinearities in networks of spiking neurons. PLoS Comput. Biol. 16 (9) (2020)
Ulises Pereira, Nicolas Brunel
Unsupervised Learning of Persistent and Sequential Activity. Frontiers Comput. Neurosci. 13 (2019)
Alexis M. Dubreuil, Nicolas Brunel
Storing structured sparse memories in a multi-modular cortical network model. J. Comput. Neurosci. 40 (2) (2016)
Elisa M. Tartaglia, Nicolas Brunel, Gianluigi Mongillo
Modulation of Network Excitability by Persistent Activity: How Working Memory Affects the Response to Incoming Stimuli. PLoS Comput. Biol. 11 (2) (2015)
Alireza Alemi, Carlo Baldassi, Nicolas Brunel, Riccardo Zecchina
A Three-Threshold Learning Rule Approaches the Maximal Capacity of Recurrent Neural Networks. PLoS Comput. Biol. 11 (8) (2015)
Loreen Hertäg, Daniel Durstewitz, Nicolas Brunel
Analytical approximations of the firing rate of an adaptive exponential integrate-and-fire neuron in the presence of synaptic noise. Frontiers Comput. Neurosci. 8 (2014)
David Higgins, Michael Graupner, Nicolas Brunel
Memory Maintenance in Synapses with Calcium-Based Plasticity in the Presence of Background Activity. PLoS Comput. Biol. 10 (10) (2014)
Alexis M. Dubreuil, Yali Amit, Nicolas Brunel
Memory Capacity of Networks with Stochastic Binary Synapses. PLoS Comput. Biol. 10 (8) (2014)
Nicolas Brunel, Xiao-Jing Wang
Erratum to: Effects of neuromodulation in a cortical network model of object working memory dominated by recurrent inhibition. J. Comput. Neurosci. 37 (3) (2014)
Claudia Clopath, Nicolas Brunel
Optimal Properties of Analog Perceptrons with Excitatory Weights. PLoS Comput. Biol. 9 (2) (2013)
Claudia Clopath, Jean-Pierre Nadal, Nicolas Brunel
Storage of Correlated Patterns in Standard and Bistable Purkinje Cell Models. PLoS Comput. Biol. 8 (4) (2012)
Erwan Ledoux, Nicolas Brunel
Dynamics of Networks of Excitatory and Inhibitory Neurons in Response to Time-Dependent Inputs. Frontiers Comput. Neurosci. 5 (2011)
Srdjan Ostojic, Nicolas Brunel
From Spiking Neuron Models to Linear-Nonlinear Models. PLoS Comput. Biol. 7 (1) (2011)
Alberto Mazzoni, Kevin Whittingstall, Nicolas Brunel, Nikos K. Logothetis, Stefano Panzeri
Understanding the relationships between spike rate and delta/gamma frequency bands of LFPs and EEGs using a local cortical network model. NeuroImage 52 (3) (2010)
Nicolas Brunel, Florence d'Alché-Buc
Flow-Based Bayesian Estimation of Nonlinear Differential Equations for Modeling Biological Networks. PRIB (2010)
Nicolas Brunel, Jérôme Lapuyade-Lahorgue, Wojciech Pieczynski
Modeling and Unsupervised Classification of Multivariate Hidden Markov Chains With Copulas. IEEE Trans. Autom. Control. 55 (2) (2010)
Michael Graupner, Nicolas Brunel
Mechanisms of induction and maintenance of spike-timing dependent plasticity in biophysical synapse models. Frontiers Comput. Neurosci. 4 (2010)
Srdjan Ostojic, Nicolas Brunel, Vincent Hakim
Synchronization properties of networks of electrically coupled neurons in the presence of noise and heterogeneities. J. Comput. Neurosci. 26 (3) (2009)
Nicolas Brunel, Frédéric Lavigne
Semantic Priming in a Cortical Network Model. J. Cogn. Neurosci. 21 (12) (2009)
Alberto Mazzoni, Stefano Panzeri, Nikos K. Logothetis, Nicolas Brunel
Encoding of Naturalistic Stimuli by Local Field Potential Spectra in Networks of Excitatory and Inhibitory Neurons. PLoS Comput. Biol. 4 (12) (2008)
Minh Quach, Nicolas Brunel, Florence d'Alché-Buc
Estimating parameters and hidden variables in non-linear state-space models based on ODEs for biological networks inference. Bioinform. 23 (23) (2007)
Carlo Baldassi, Alfredo Braunstein, Nicolas Brunel, Riccardo Zecchina
Efficient supervised learning in networks with binary synapses. Proc. Natl. Acad. Sci. USA 104 (26) (2007)
Carlo Baldassi, Alfredo Braunstein, Nicolas Brunel, Riccardo Zecchina
Efficient supervised learning in networks with binary synapses CoRR (2007)
Michael Graupner, Nicolas Brunel
STDP in a Bistable Synapse Model Based on CaMKII and Associated Signaling Pathways. PLoS Comput. Biol. 3 (11) (2007)
Nicolas Brunel, Mark C. W. van Rossum
Lapicque's 1907 paper: from frogs to integrate-and-fire. Biol. Cybern. 97 (5-6) (2007)
Francesca Barbieri, Nicolas Brunel
Irregular persistent activity induced by synaptic excitatory feedback. Frontiers Comput. Neurosci. 1 (2007)
Nicolas Brunel, Mark C. W. van Rossum
Quantitative investigations of electrical nerve excitation treated as polarization: Louis Lapicque 1907 · Translated by. Biol. Cybern. 97 (5-6) (2007)
Nicolas Brunel, David Hansel
How Noise Affects the Synchronization Properties of Recurrent Networks of Inhibitory Neurons. Neural Comput. 18 (5) (2006)
Christian Boucheny, Nicolas Brunel, Angelo Arleo
A Continuous Attractor Network Model Without Recurrent Excitation: Maintenance and Integration in the Head Direction Cell System. J. Comput. Neurosci. 18 (2) (2005)
Nicolas Brunel, Wojciech Pieczynski
Unsupervised signal restoration using hidden Markov chains with copulas. Signal Process. 85 (12) (2005)
Nicolas Brunel, Wojciech Pieczynski, Stéphane Derrode
Copulas in Vectorial Hidden Markov Chains for Multicomponent Image Segmentation. ICASSP (2) (2005)
Nicolas Fourcaud-Trocmé, Nicolas Brunel
Dynamics of the Instantaneous Firing Rate in Response to Changes in Input Statistics. J. Comput. Neurosci. 18 (3) (2005)
Nicolas Brunel, Peter E. Latham
Firing Rate of the Noisy Quadratic Integrate-and-Fire Neuron. Neural Comput. 15 (10) (2003)
Nicolas Fourcaud, Nicolas Brunel
Dynamics of the Firing Probability of Noisy Integrate-and-Fire Neurons. Neural Comput. 14 (9) (2002)
Nicolas Brunel, Xiao-Jing Wang
Effects of Neuromodulation in a Cortical Network Model of Object Working Memory Dominated by Recurrent Inhibition. J. Comput. Neurosci. 11 (1) (2001)
Nicolas Brunel
Dynamics of Sparsely Connected Networks of Excitatory and Inhibitory Spiking Neurons. J. Comput. Neurosci. 8 (3) (2000)
Nicolas Brunel
Phase diagrams of sparsely connected networks of excitatory and inhibitory spiking neurons. Neurocomputing (2000)
Nicolas Brunel, Vincent Hakim
Fast Global Oscillations in Networks of Integrate-and-Fire Neurons with Low Firing Rates. Neural Comput. 11 (7) (1999)
Nicolas Brunel, Jean-Pierre Nadal
Mutual Information, Fisher Information and Population Coding. Neural Comput. 10 (7) (1998)
Nicolas Brunel, Jean-Pierre Nadal
Optimal tuning curves for neurons spiking as a Poisson process. ESANN (1997)
Nicolas Brunel
Cross-Correlations in Sparsely Connected Recurrent Networks of Spiking Neurons. ICANN (1997)
Nicolas Brunel
Hebbian Learning of Context in Recurrent Neural Networks. Neural Comput. 8 (8) (1996)