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ORCIDEilif B. Muller
Person information
- affiliation: Université de Montréal (UdeM), Department of Neurosciences, Montreal, QC, Canada
- affiliation: Mila Quebec AI Institute, Montreal, QC, Canada
- affiliation: École Polytechnique Fédérale de Lausanne (EPFL), Geneva, Switzerland
- affiliation (PhD 2007): Ruprecht Karl University of Heidelberg, Germany
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2020 – today
- 2024
[j16]Anil Tuncel, Werner Van Geit, Mike Gevaert, Benjamin Torben-Nielsen, Darshan Mandge
, Ilkan Kiliç, Aurélien Jaquier, Eilif B. Müller, Lida Kanari, Henry Markram:
BlueCelluLab: Biologically Detailed Neural Network Experimentation API. J. Open Source Softw. 9(100): 7026 (2024)- [i7]Nizar Islah, Justine Gehring, Diganta Misra, Eilif B. Müller, Irina Rish, Terry Yue Zhuo, Massimo Caccia:
GitChameleon: Unmasking the Version-Switching Capabilities of Code Generation Models. CoRR abs/2411.05830 (2024) - 2022
- [i6]Alice Baird, Panagiotis Tzirakis, Gauthier Gidel, Marco Jiralerspong, Eilif B. Muller, Kory W. Mathewson, Björn W. Schuller, Erik Cambria, Dacher Keltner, Alan Cowen:
The ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts. CoRR abs/2205.01780 (2022) - [i5]Alice Baird, Panagiotis Tzirakis, Gauthier Gidel, Marco Jiralerspong, Eilif B. Muller, Kory W. Mathewson, Björn W. Schuller, Erik Cambria, Dacher Keltner, Alan Cowen:
Proceedings of the ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts. CoRR abs/2207.06958 (2022) - 2021
- [j15]Sára Sáray, Christian A. Rössert, Shailesh Appukuttan, Rosanna Migliore, Paola Vitale, Carmen Alina Lupascu, Luca Leonardo Bologna, Werner Van Geit, Armando Romani, Andrew P. Davison, Eilif B. Muller, Tamás F. Freund, Szabolcs Káli:
HippoUnit: A software tool for the automated testing and systematic comparison of detailed models of hippocampal neurons based on electrophysiological data. PLoS Comput. Biol. 17(1) (2021) - [c4]Yoshua Bengio, Prateek Gupta, Tegan Maharaj, Nasim Rahaman, Martin Weiss, Tristan Deleu, Eilif Benjamin Müller, Meng Qu, Victor Schmidt, Pierre-Luc St-Charles, Hannah Alsdurf, Olexa Bilaniuk, David L. Buckeridge, Gaétan Marceau-Caron, Pierre Luc Carrier, Joumana Ghosn, Satya Ortiz-Gagne, Christopher J. Pal, Irina Rish, Bernhard Schölkopf, Abhinav Sharma, Jian Tang, Andrew Williams:
Predicting Infectiousness for Proactive Contact Tracing. ICLR 2021 - [i4]M. Mehdi Afsar, Eric Park, Étienne Paquette, Gauthier Gidel, Kory W. Mathewson, Eilif B. Muller:
Generating Diverse Realistic Laughter for Interactive Art. CoRR abs/2111.03146 (2021) - 2020
- [j14]Kael Dai, Juan Hernando, Yazan N. Billeh, Sergey L. Gratiy, Judit Planas, Andrew P. Davison, Salvador Dura-Bernal, Padraig Gleeson, Adrien Devresse, Benjamin K. Dichter, Michael Gevaert, James Gonzalo King, Werner Van Geit, Arseny V. Povolotsky, Eilif B. Muller, Jean-Denis Courcol, Anton Arkhipov:
The SONATA data format for efficient description of large-scale network models. PLoS Comput. Biol. 16(2) (2020) - [i3]Yoshua Bengio, Prateek Gupta, Tegan Maharaj, Nasim Rahaman, Martin Weiss, Tristan Deleu, Eilif B. Müller, Meng Qu, Victor Schmidt, Pierre-Luc St-Charles, Hannah Alsdurf, Olexa Bilaniuk, David L. Buckeridge, Gaétan Marceau Caron, Pierre Luc Carrier, Joumana Ghosn, Satya Ortiz-Gagne, Chris Pal, Irina Rish, Bernhard Schölkopf, Abhinav Sharma, Jian Tang, Andrew Williams:
Predicting Infectiousness for Proactive Contact Tracing. CoRR abs/2010.12536 (2020) - [i2]Prateek Gupta, Tegan Maharaj, Martin Weiss, Nasim Rahaman, Hannah Alsdurf, Abhinav Sharma, Nanor Minoyan, Soren Harnois-Leblanc, Victor Schmidt, Pierre-Luc St-Charles, Tristan Deleu, Andrew Williams, Akshay Patel, Meng Qu, Olexa Bilaniuk, Gaétan Marceau Caron, Pierre Luc Carrier, Satya Ortiz-Gagné, Marc-Andre Rousseau, David L. Buckeridge, Joumana Ghosn, Yang Zhang, Bernhard Schölkopf, Jian Tang, Irina Rish, Christopher Joseph Pal, Joanna Merckx, Eilif B. Müller, Yoshua Bengio:
COVI-AgentSim: an Agent-based Model for Evaluating Methods of Digital Contact Tracing. CoRR abs/2010.16004 (2020)
2010 – 2019
- 2019
- [i1]Eilif B. Müller, Philippe Beaudoin:
Neocortical plasticity: an unsupervised cake but no free lunch. CoRR abs/1911.08584 (2019) - 2018
- [j13]Rosanna Migliore, Carmen Alina Lupascu, Luca Leonardo Bologna, Armando Romani, Jean-Denis Courcol, Stefano Antonel, Werner Van Geit, Alex M. Thomson, Audrey Mercer, Sigrun Lange, Joanne Falck, Christian Rössert, Ying Shi, Olivier Hagens, Maurizio Pezzoli, Tamás F. Freund, Szabolcs Káli, Eilif B. Müller, Felix Schürmann, Henry Markram, Michele Migliore:
The physiological variability of channel density in hippocampal CA1 pyramidal cells and interneurons explored using a unified data-driven modeling workflow. PLoS Comput. Biol. 14(9) (2018) - 2016
- [j12]Werner Van Geit, Michael Gevaert, Giuseppe Chindemi, Christian Rössert, Jean-Denis Courcol, Eilif B. Müller, Felix Schürmann, Idan Segev, Henry Markram:
BluePyOpt: Leveraging Open Source Software and Cloud Infrastructure to Optimise Model Parameters in Neuroscience. Frontiers Neuroinformatics 10: 17 (2016) - 2015
- [j11]Michael W. Reimann, James Gonzalo King, Eilif B. Müller, Srikanth Ramaswamy, Henry Markram:
An algorithm to predict the connectome of neural microcircuits. Frontiers Comput. Neurosci. 9: 120 (2015) - [j10]Eilif B. Müller, James A. Bednar, Markus Diesmann, Marc-Oliver Gewaltig, Michael L. Hines, Andrew P. Davison:
Python in neuroscience. Frontiers Neuroinformatics 9: 11 (2015) - 2013
- [j9]Farzad Farkhooi, Anja Froese, Eilif B. Müller, Randolf Menzel, Martin P. Nawrot:
Cellular Adaptation Facilitates Sparse and Reliable Coding in Sensory Pathways. PLoS Comput. Biol. 9(10) (2013) - 2011
- [j8]Daniel Brüderle, Mihai A. Petrovici, Bernhard Vogginger, Matthias Ehrlich, Thomas Pfeil, Sebastian Millner, Andreas Grübl, Karsten Wendt, Eric Müller, Marc-Olivier Schwartz, Dan Husmann de Oliveira, Sebastian Jeltsch, Johannes Fieres, Moritz Schilling, Paul Müller, Oliver Breitwieser, Venelin Petkov, Lyle Muller, Andrew P. Davison, Pradeep Krishnamurthy, Jens Kremkow, Mikael Lundqvist, Eilif B. Muller, Johannes Partzsch, Stefan Scholze, Lukas Zühl, Christian Mayr, Alain Destexhe, Markus Diesmann, Tobias C. Potjans, Anders Lansner, René Schüffny, Johannes Schemmel, Karlheinz Meier:
A comprehensive workflow for general-purpose neural modeling with highly configurable neuromorphic hardware systems. Biol. Cybern. 104(4-5): 263-296 (2011)
2000 – 2009
- 2009
- [j7]Michael L. Hines, Andrew P. Davison, Eilif B. Müller:
NEURON and Python. Frontiers Neuroinformatics 3: 1 (2009) - [j6]Daniel Brüderle, Eric Müller, Andrew P. Davison, Eilif B. Müller, Johannes Schemmel, Karlheinz Meier:
Establishing a novel modeling tool: a python-based interface for a neuromorphic hardware system. Frontiers Neuroinformatics 3: 17 (2009) - 2008
- [j5]Andrew P. Davison, Daniel Brüderle, Jochen M. Eppler, Jens Kremkow, Eilif B. Müller, Dejan Pecevski, Laurent U. Perrinet, Pierre Yger:
PyNN: a common interface for neuronal network simulators. Frontiers Neuroinformatics 2: 11 (2008) - [j4]Jochen M. Eppler, Moritz Helias, Eilif B. Müller, Markus Diesmann, Marc-Oliver Gewaltig:
PyNEST: a convenient interface to the NEST simulator. Frontiers Neuroinformatics 2: 12 (2008) - 2007
- [j3]Romain Brette, Michelle Rudolph, Ted Carnevale, Michael L. Hines, David Beeman, James M. Bower, Markus Diesmann, Abigail Morrison, Philip H. Goodman, Frederick C. Harris Jr., Milind Zirpe, Thomas Natschläger, Dejan Pecevski, Bard Ermentrout, Mikael Djurfeldt, Anders Lansner, Olivier Rochel, Thierry Viéville, Eilif B. Muller, Andrew P. Davison, Sami El Boustani, Alain Destexhe:
Simulation of networks of spiking neurons: A review of tools and strategies. J. Comput. Neurosci. 23(3): 349-398 (2007) - [j2]Eilif B. Muller, Lars Buesing, Johannes Schemmel, Karlheinz Meier:
Spike-Frequency Adapting Neural Ensembles: Beyond Mean Adaptation and Renewal Theories. Neural Comput. 19(11): 2958-3010 (2007) - [j1]Robert C. Cannon, Marc-Oliver Gewaltig, Padraig Gleeson, Upinder S. Bhalla, Hugo Cornelis, Michael L. Hines, Fredrick W. Howell, Eilif B. Muller, Joel R. Stiles, Stefan Wils, Erik De Schutter:
Interoperability of Neuroscience Modeling Software: Current Status and Future Directions. Neuroinformatics 5(2): 127-138 (2007) - [c3]Daniel Brüderle, Andreas Grübl, Karlheinz Meier, Eilif B. Mueller, Johannes Schemmel:
A Software Framework for Tuning the Dynamics of Neuromorphic Silicon Towards Biology. IWANN 2007: 479-486 - 2006
- [c2]Johannes Schemmel, Andreas Grübl, Karlheinz Meier, Eilif B. Mueller:
Implementing Synaptic Plasticity in a VLSI Spiking Neural Network Model. IJCNN 2006: 1-6 - 2004
- [c1]Johannes Schemmel, Karlheinz Meier, Eilif B. Mueller:
A new VLSI model of neural microcircuits including spike time dependent plasticity. IJCNN 2004: 1711-1716
Coauthor Index
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