Alexandre Pouget

According to our database, Alexandre Pouget authored at least 30 papers between 1991 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution.

Anthony Zador, Blake A. Richards, Bence Ölveczky, Sean Escola, Yoshua Bengio, Kwabena Boahen, Matthew M. Botvinick, Dmitri B. Chklovskii, Anne Churchland, Claudia Clopath, James DiCarlo, Surya Ganguli, Jeff Hawkins, Konrad P. Körding, Alexei A. Koulakov, Yann LeCun, Timothy P. Lillicrap, Adam H. Marblestone, Bruno A. Olshausen, Alexandre Pouget, Cristina Savin, Terrence J. Sejnowski, Eero P. Simoncelli, Sara A. Solla, David Sussillo, Andreas S. Tolias, Doris Tsao

CoRR, 2022

2021

Investigating the representation of uncertainty in neuronal circuits.

Guillaume P. Dehaene, Ruben Coen Cagli, Alexandre Pouget

PLoS Comput. Biol., 2021

MyoChallenge 2022: Learning contact-rich manipulation using a musculoskeletal hand.

Vittorio Caggiano, Guillaume Durandau, Huawei Wang, Alberto Silvio Chiappa, Alexander Mathis, Pablo Tano, Nisheet Patel, Alexandre Pouget, Pierre Schumacher, Georg Martius, Daniel F. B. Haeufle, Yiran Geng, Boshi An, Yifan Zhong, Jiaming Ji, Yuanpei Chen, Hao Dong, Yaodong Yang, Rahul Siripurapu, Luis Eduardo Ferro Diez, Michael Kopp, Vihang Patil, Sepp Hochreiter, Yuval Tassa, Josh Merel, Randy Schultheis, Seungmoon Song, Massimo Sartori, Vikash Kumar

Proceedings of the NeurIPS 2022 Competition Track, 2021

2020

A Local Temporal Difference Code for Distributional Reinforcement Learning.

Pablo Tano, Peter Dayan, Alexandre Pouget

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Dynamic allocation of limited memory resources in reinforcement learning.

Nisheet Patel, Luigi Acerbi, Alexandre Pouget

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2018

Inferring decoding strategies for multiple correlated neural populations.

Kaushik J. Lakshminarasimhan, Alexandre Pouget, Gregory C. DeAngelis, Dora E. Angelaki, Xaq Pitkow

PLoS Comput. Biol., 2018

2017

Robust information propagation through noisy neural circuits.

Joel Zylberberg, Alexandre Pouget, Peter E. Latham, Eric Shea-Brown

PLoS Comput. Biol., 2017

2015

Measuring Fisher Information Accurately in Correlated Neural Populations.

Ingmar Kanitscheider, Ruben Coen Cagli, Adam Kohn, Alexandre Pouget

PLoS Comput. Biol., 2015

2014

Optimal decision-making with time-varying evidence reliability.

Jan Drugowitsch, Rubén Moreno-Bote, Alexandre Pouget

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2013

Demixing odors - fast inference in olfaction.

Agnieszka Grabska-Barwinska, Jeffrey M. Beck, Alexandre Pouget, Peter E. Latham

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Structured cognitive representations and complex inference in neural systems.

Samuel Gershman, Joshua B. Tenenbaum, Alexandre Pouget, Matthew M. Botvinick, Peter Dayan

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

2012

Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models.

Jeffrey M. Beck, Katherine A. Heller, Alexandre Pouget

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Neural Computations Supporting Cognition: Rumelhart Prize Symposium in Honor of Peter Dayan.

Kenji Doya, John P. O'Doherty, Alexandre Pouget, Peter Bossaerts, Nathaniel D. Daw, Yael Niv

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

2011

Insights from a Simple Expression for Linear Fisher Information in a Recurrently Connected Population of Spiking Neurons.

Jeffrey M. Beck, Vikranth R. Bejjanki, Alexandre Pouget

Neural Comput., 2011

2008

Population Coding with Motion Energy Filters: The Impact of Correlations.

F. Klam, Richard S. Zemel, Alexandre Pouget

Neural Comput., 2008

Dynamical Constraints on Using Precise Spike Timing to Compute in Recurrent Cortical Networks.

Arunava Banerjee, Peggy Seriès, Alexandre Pouget

Neural Comput., 2008

2007

Exact Inferences in a Neural Implementation of a Hidden Markov Model.

Jeffrey M. Beck, Alexandre Pouget

Neural Comput., 2007

2002

Dynamical Constraints on Computing with Spike Timing in the Cortex.

Arunava Banerjee, Alexandre Pouget

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

2000

A New Model of Spatial Representation in Multimodal Brain Areas.

Sophie Denève, Jean-René Duhamel, Alexandre Pouget

Proceedings of the Advances in Neural Information Processing Systems 13, 2000

1999

Narrow vs Wide Tuning Curves: What's Best for a Population Code?

Alexandre Pouget, Sophie Denève, Jean-Christophe Ducom, Peter E. Latham

Neural Comput., 1999

1998

Probabilistic Interpretation of Population Codes.

Richard S. Zemel, Peter Dayan, Alexandre Pouget

Neural Comput., 1998

Statistically Efficient Estimation Using Population Coding.

Alexandre Pouget, Kechen Zhang, Sophie Denève, Peter E. Latham

Neural Comput., 1998

Divisive Normalization, Line Attractor Networks and Ideal Observers.

Sophie Denève, Alexandre Pouget, Peter E. Latham

Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

1997

Neural Basis of Object-Centered Representations.

Sophie Denève, Alexandre Pouget

Proceedings of the Advances in Neural Information Processing Systems 10, 1997

1996

Statistically Efficient Estimations Using Cortical Lateral Connections.

Alexandre Pouget, Kechen Zhang

Proceedings of the Advances in Neural Information Processing Systems 9, 1996

Selective Integration: A Model for Disparity Estimation.

Michael S. Gray, Alexandre Pouget, Richard S. Zemel, Steven J. Nowlan, Terrence J. Sejnowski

Proceedings of the Advances in Neural Information Processing Systems 9, 1996

1995

A Model of Spatial Representations in Parietal Cortex Explains Hemineglect.

Alexandre Pouget, Terrence J. Sejnowski

Proceedings of the Advances in Neural Information Processing Systems 8, 1995

1994

Spatial Representations in the Parietal Cortex May Use Basis Functions.

Alexandre Pouget, Terrence J. Sejnowski

Proceedings of the Advances in Neural Information Processing Systems 7, 1994

Reinforcement Learning Predicts the Site of Plasticity for Auditory Remapping in the Barn Owl.

Alexandre Pouget, Cedric Deffayet, Terrence J. Sejnowski

Proceedings of the Advances in Neural Information Processing Systems 7, 1994

1991

Hierarchical Transformation of Space in the Visual System.

Alexandre Pouget, Stephen A. Fisher, Terrence J. Sejnowski

Proceedings of the Advances in Neural Information Processing Systems 4, 1991