Eilif B. Muller

Eilif B. Muller

Université de Montréal

H-index: 30

North America-Canada

About Eilif B. Muller

Eilif B. Muller, With an exceptional h-index of 30 and a recent h-index of 25 (since 2020), a distinguished researcher at Université de Montréal, specializes in the field of neocortex, perceptual learning, plasticity, deep learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Long-term plasticity induces sparse and specific synaptic changes in a biophysically detailed cortical model

Sparse and specific long-term plasticity emerge without homeostasis in a biophysically detailed cortical model

Community-based Reconstruction and Simulation of a Full-scale Model of Region CA1 of Rat Hippocampus

Modeling and Simulation of Neocortical Micro-and Mesocircuitry. Part II: Physiology and Experimentation

Learning to combine top-down context and feed-forward representations under ambiguity with apical and basal dendrites

Specific inhibition and disinhibition in the higher-order structure of a cortical connectome

Reconstruction and simulation of neocortical microcircuitry

Simplification of neural models that include arborized projections

Eilif B. Muller Information

University

Position

CHU Ste-Justine Research Center Quebec Artificial Intelligence Institute

Citations(all)

6194

Citations(since 2020)

3117

Cited By

4346

hIndex(all)

30

hIndex(since 2020)

25

i10Index(all)

45

i10Index(since 2020)

38

Email

University Profile Page

Université de Montréal

Google Scholar

View Google Scholar Profile

Eilif B. Muller Skills & Research Interests

neocortex

perceptual learning

plasticity

deep learning

Top articles of Eilif B. Muller

Title

Journal

Author(s)

Publication Date

Long-term plasticity induces sparse and specific synaptic changes in a biophysically detailed cortical model

bioRxiv

András Ecker

Daniela Egas Santander

Marwan Abdellah

Jorge Blanco Alonso

Sirio Bolaños-Puchet

...

2023/8/7

Sparse and specific long-term plasticity emerge without homeostasis in a biophysically detailed cortical model

A Ecker

M Abdellah

S Bolanos-Puchet

G Chindemi

JB Isbister

...

2023/8/7

Community-based Reconstruction and Simulation of a Full-scale Model of Region CA1 of Rat Hippocampus

bioRxiv

Armando Romani

Alberto Antonietti

Davide Bella

Julian Budd

Elisabetta Giacalone

...

2023/5/17

Modeling and Simulation of Neocortical Micro-and Mesocircuitry. Part II: Physiology and Experimentation

bioRxiv

James B Isbister

András Ecker

Christoph Pokorny

Sirio Bolaños-Puchet

Daniela Egas Santander

...

2023/5/17

Learning to combine top-down context and feed-forward representations under ambiguity with apical and basal dendrites

arXiv preprint arXiv:2312.05484

Nizar Islah

Guillaume Etter

Mashbayar Tugsbayar

Tugce Gurbuz

Blake Richards

...

2023/12/9

Specific inhibition and disinhibition in the higher-order structure of a cortical connectome

bioRxiv

Michael W Reimann

Daniela Egas Santander

András Ecker

Eilif B Muller

2023

Reconstruction and simulation of neocortical microcircuitry

Cell

Henry Markram

Eilif Muller

Srikanth Ramaswamy

Michael W Reimann

Marwan Abdellah

...

2015/10/8

Simplification of neural models that include arborized projections

2022/4/12

Modeling and simulation of rat non-barrel somatosensory cortex. part i: Modeling anatomy

bioRxiv

Michael W Reimann

Sirio Bolaños-Puchet

Jean-Denis Courcol

Daniela Egas Santander

Alexis Arnaudon

...

2022/8/15

Informing deep neural networks by multiscale principles of neuromodulatory systems

Jie Mei

Eilif Muller

Srikanth Ramaswamy

2022/3/1

Simplification of neural network models

2022/7/21

Proceedings of the ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts

arXiv preprint arXiv:2207.06958

Alice Baird

Panagiotis Tzirakis

Gauthier Gidel

Marco Jiralerspong

Eilif B Muller

...

2022/7/14

A calcium-based plasticity model for predicting long-term potentiation and depression in the neocortex

Nature Communications

Giuseppe Chindemi

Marwan Abdellah

Oren Amsalem

Ruth Benavides-Piccione

Vincent Delattre

...

2022/6/1

The ICML 2022 expressive vocalizations workshop and competition: Recognizing, generating, and personalizing vocal bursts

arXiv preprint arXiv:2205.01780

Alice Baird

Panagiotis Tzirakis

Gauthier Gidel

Marco Jiralerspong

Eilif B Muller

...

2022/5/3

Generating diverse realistic laughter for interactive art

arXiv preprint arXiv:2111.03146

M Mehdi Afsar

Eric Park

Étienne Paquette

Gauthier Gidel

Kory W Mathewson

...

2021/11/4

In silico voltage-sensitive dye imaging reveals the emergent dynamics of cortical populations

Nature Communications

Taylor H Newton

Michael W Reimann

Marwan Abdellah

Grigori Chevtchenko

Eilif B Muller

...

2021/6/15

HippoUnit: A software tool for the automated testing and systematic comparison of detailed models of hippocampal neurons based on electrophysiological data

PLoS computational biology

Sára Sáray

Christian A Rössert

Shailesh Appukuttan

Rosanna Migliore

Paola Vitale

...

2021/1/29

Data‐driven integration of hippocampal CA1 synaptic physiology in silico

Hippocampus

András Ecker

Armando Romani

Sára Sáray

Szabolcs Káli

Michele Migliore

...

2020/11

Systematic comparison and automated validation of detailed models of hippocampal neurons

bioRxiv

Sára Sáray

Christian A Rössert

Shailesh Appukuttan

Rosanna Migliore

Paola Vitale

...

2020/1/1

COVI-AgentSim: an agent-based model for evaluating methods of digital contact tracing

arXiv preprint arXiv:2010.16004

Prateek Gupta

Tegan Maharaj

Martin Weiss

Nasim Rahaman

Hannah Alsdurf

...

2020/10/30

See List of Professors in Eilif B. Muller University(Université de Montréal)

Co-Authors

H-index: 230
Karlheinz Meier

Karlheinz Meier

Heidelberg University

H-index: 94
Henry Markram

Henry Markram

École Polytechnique Fédérale de Lausanne

H-index: 88
Bard Ermentrout

Bard Ermentrout

University of Pittsburgh

H-index: 65
Idan Segev

Idan Segev

Hebrew University of Jerusalem

H-index: 40
Johannes Schemmel

Johannes Schemmel

Heidelberg University

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