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List of works by Nicolas Brunel

25th Annual Computational Neuroscience Meeting: CNS-2016

scientific article

26th Annual Computational Neuroscience Meeting (CNS*2017): Part 2.

scientific article published on 18 August 2017

A Three-Threshold Learning Rule Approaches the Maximal Capacity of Recurrent Neural Networks ⬇️

scientific article published on 20 August 2015

A cerebellar learning model of vestibulo-ocular reflex adaptation in wild-type and mutant mice.

scientific article published in May 2014

A continuous attractor network model without recurrent excitation: maintenance and integration in the head direction cell system

scientific article published in March 2005

Analytical approximations of the firing rate of an adaptive exponential integrate-and-fire neuron in the presence of synaptic noise

scientific article published on 18 September 2014

Bistability and up/down state alternations in inhibition-dominated randomly connected networks of LIF neurons

scientific article published on 20 September 2017

Burst-Dependent Bidirectional Plasticity in the Cerebellum Is Driven by Presynaptic NMDA Receptors

scientific article published on 22 March 2016

Calcium-based plasticity model explains sensitivity of synaptic changes to spike pattern, rate, and dendritic location ⬇️

scientific article published on February 22, 2012

Can attractor network models account for the statistics of firing during persistent activity in prefrontal cortex?

scientific article

Cerebellar learning using perturbations

scientific article published on 12 November 2018

Characteristics of sequential activity in networks with temporally asymmetric Hebbian learning

scientific article published on 11 November 2020

Contributions of intrinsic membrane dynamics to fast network oscillations with irregular neuronal discharges

scientific article published on 10 August 2005

Correlations between synapses in pairs of neurons slow down dynamics in randomly connected neural networks

scientific article published on 01 June 2018

Cortical dynamics during naturalistic sensory stimulations: experiments and models

scientific article published in January 2011

Coupled ripple oscillations between the medial temporal lobe and neocortex retrieve human memory

scientific article published on 01 March 2019

Daniel Amit (1938-2007).

scientific article

Dynamics and plasticity of stimulus-selective persistent activity in cortical network models

scientific article published on November 2003

Dynamics of networks of excitatory and inhibitory neurons in response to time-dependent inputs

scientific article published on 25 May 2011

Dynamics of the firing probability of noisy integrate-and-fire neurons

scientific article published in September 2002

Dynamics of the instantaneous firing rate in response to changes in input statistics

scientific article

Efficient supervised learning in networks with binary synapses

scholarly article

Efficient supervised learning in networks with binary synapses

Electrical coupling mediates tunable low-frequency oscillations and resonance in the cerebellar Golgi cell network.

scientific article published in January 2009

Encoding of naturalistic stimuli by local field potential spectra in networks of excitatory and inhibitory neurons

scientific article

Estimating network parameters from combined dynamics of firing rate and irregularity of single neurons

scientific article published on 18 August 2010

Estimating parameters and hidden variables in non-linear state-space models based on ODEs for biological networks inference

scientific article published in December 2007

Firing Rate of the Noisy Quadratic Integrate-and-Fire Neuron ⬇️

scientific article published on October 1, 2003

Firing-rate resonance in a generalized integrate-and-fire neuron with subthreshold resonance

scientific article published on 19 May 2003

From spiking neuron models to linear-nonlinear models

scientific article

From subthreshold to firing-rate resonance

scientific article published on 27 December 2002

Hebbian learning of context in recurrent neural networks

scientific article published in November 1996

High-frequency organization and synchrony of activity in the purkinje cell layer of the cerebellum

scientific article published in June 2008

How connectivity, background activity, and synaptic properties shape the cross-correlation between spike trains

scientific article

How noise affects the synchronization properties of recurrent networks of inhibitory neurons

scientific article published in May 2006

How spike generation mechanisms determine the neuronal response to fluctuating inputs.

scientific article published in December 2003

Induction and binary expression of LTP/LTD in a minimal model of the CaMKII system.

scientific article published on 6 July 2007

Inferring learning rules from distributions of firing rates in cortical neurons

scientific article

Inhibition stabilization is a widespread property of cortical networks

scientific article published on 29 June 2020

Irregular persistent activity induced by synaptic excitatory feedback

scientific article published on 2 November 2007

Irregular persistent activity induced by synaptic excitatory feedback.

scientific article published on 6 July 2007

Is cortical connectivity optimized for storing information?

scientific article published on 11 April 2016

Lapicque's 1907 paper: from frogs to integrate-and-fire

scientific article

Mechanisms and functional roles of glutamatergic synapse diversity in a cerebellar circuit

scientific article (publication date: 19 September 2016)

Mechanisms of induction and maintenance of spike-timing dependent plasticity in biophysical synapse models

scientific article

Memory capacity of networks with stochastic binary synapses

scientific article

Memory capacity of networks with stochastic binary synapses

Memory maintenance in calcium-based plastic synapses in the presence of background activity.

scientific article published on 8 July 2013

Memory maintenance in synapses with calcium-based plasticity in the presence of background activity

scientific article

Modeling memory: what do we learn from attractor neural networks? ⬇️

scientific article published on February 1, 1998

Modulation of Synaptic Plasticity by Glutamatergic Gliotransmission: A Modeling Study ⬇️

scientific article published on 18 April 2016

Modulation of network excitability by persistent activity: how working memory affects the response to incoming stimuli

scientific article

Neuronal morphology generates high-frequency firing resonance.

scientific article

Neuroscience and computation

scientific article published in July 2003

Non-monotonic effects of GABAergic synaptic inputs on neuronal firing

scientific article published on 06 June 2022

On the distribution of firing rates in networks of cortical neurons.

scientific article published in November 2011

On the relationship between persistent delay activity, repetition enhancement and priming

scientific article

Optimal information storage and the distribution of synaptic weights: perceptron versus Purkinje cell

scientific article

Optimal properties of analog perceptrons with excitatory weights

scientific article

Repetition suppression/enhancement effects as a result of attractor dynamics in local cortical networks

scientific article published on 8 July 2013

Response nonlinearities in networks of spiking neurons

scientific article published on 17 September 2020

Retrospective and prospective persistent activity induced by Hebbian learning in a recurrent cortical network

scientific article published in October 2003

Role of delays in shaping spatiotemporal dynamics of neuronal activity in large networks

scientific article published on 16 June 2005

STDP in a bistable synapse model based on CaMKII and associated signaling pathways

scientific article

Semantic priming in a cortical network model

scientific article published on December 2009

Sensory neural codes using multiplexed temporal scales

scientific article published on 04 January 2010

Single neuron dynamics and computation

scientific article published on February 2014

Slow stochastic Hebbian learning of classes of stimuli in a recurrent neural network

scientific article published in February 1998

Sparsely synchronized neuronal oscillations

scientific article published in March 2008

Stimulus dependence of local field potential spectra: experiment versus theory.

scientific article published in October 2014

Storage of correlated patterns in standard and bistable Purkinje cell models

scientific article

Storing structured sparse memories in a multi-modular cortical network model

scientific article published on 6 February 2016

Synaptic plasticity rules with physiological calcium levels

scientific article published on 16 December 2020

Synchronization properties of networks of electrically coupled neurons in the presence of noise and heterogeneities

scientific article published on 26 November 2008

The statistics of repeating patterns of cortical activity can be reproduced by a model network of stochastic binary neurons.

scientific article

Understanding the relationships between spike rate and delta/gamma frequency bands of LFPs and EEGs using a local cortical network model

scientific article published on 21 December 2009

Very long transients, irregular firing, and chaotic dynamics in networks of randomly connected inhibitory integrate-and-fire neurons

scientific article published on 18 March 2009

What can we learn from synaptic weight distributions?

scientific article published on 5 November 2007

What determines the frequency of fast network oscillations with irregular neural discharges? I. Synaptic dynamics and excitation-inhibition balance

scientific article

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