Alexandre Pouget

Publication Activity (10 Years)

Years Active: 1991-2022
Publications (10 Years): 7

Top Topics

Temporal Difference

Reinforcement Learning

Science Fiction

Distributed Representations

Top Venues

PLoS Comput. Biol.

Publications

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
Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution. CoRR (2022)
Guillaume P. Dehaene, Ruben Coen Cagli, Alexandre Pouget
Investigating the representation of uncertainty in neuronal circuits. PLoS Comput. Biol. 17 (2) (2021)
Vittorio Caggiano, Guillaume Durandau, Huwawei Wang, Alberto Chiappa, Alexander Mathis, Pablo Tano, Nisheet Patel, Alexandre Pouget, Pierre Schumacher, Georg Martius, Daniel 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
MyoChallenge 2022: Learning contact-rich manipulation using a musculoskeletal hand. NeurIPS (Competition and Demos) (2021)
Nisheet Patel, Luigi Acerbi, Alexandre Pouget
Dynamic allocation of limited memory resources in reinforcement learning. NeurIPS (2020)
Pablo Tano, Peter Dayan, Alexandre Pouget
A Local Temporal Difference Code for Distributional Reinforcement Learning. NeurIPS (2020)
Kaushik J. Lakshminarasimhan, Alexandre Pouget, Gregory C. DeAngelis, Dora E. Angelaki, Xaq Pitkow
Inferring decoding strategies for multiple correlated neural populations. PLoS Comput. Biol. 14 (9) (2018)
Joel Zylberberg, Alexandre Pouget, Peter E. Latham, Eric Shea-Brown
Robust information propagation through noisy neural circuits. PLoS Comput. Biol. 13 (4) (2017)
Ingmar Kanitscheider, Ruben Coen Cagli, Adam Kohn, Alexandre Pouget
Measuring Fisher Information Accurately in Correlated Neural Populations. PLoS Comput. Biol. 11 (6) (2015)
Jan Drugowitsch, Rubén Moreno-Bote, Alexandre Pouget
Optimal decision-making with time-varying evidence reliability. NIPS (2014)
Agnieszka Grabska-Barwinska, Jeffrey M. Beck, Alexandre Pouget, Peter E. Latham
Demixing odors - fast inference in olfaction. NIPS (2013)
Samuel Gershman, Joshua B. Tenenbaum, Alexandre Pouget, Matthew Botvinick, Peter Dayan
Structured cognitive representations and complex inference in neural systems. CogSci (2013)
Kenji Doya, John P. O'Doherty, Alexandre Pouget, Peter Bossaerts, Nathaniel D. Daw, Yael Niv
Neural Computations Supporting Cognition: Rumelhart Prize Symposium in Honor of Peter Dayan. CogSci (2012)
Jeffrey M. Beck, Katherine A. Heller, Alexandre Pouget
Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models. NIPS (2012)
Jeffrey M. Beck, Vikranth R. Bejjanki, Alexandre Pouget
Insights from a Simple Expression for Linear Fisher Information in a Recurrently Connected Population of Spiking Neurons. Neural Comput. 23 (6) (2011)
F. Klam, Richard S. Zemel, Alexandre Pouget
Population Coding with Motion Energy Filters: The Impact of Correlations. Neural Comput. 20 (1) (2008)
Arunava Banerjee, Peggy Seriès, Alexandre Pouget
Dynamical Constraints on Using Precise Spike Timing to Compute in Recurrent Cortical Networks. Neural Comput. 20 (4) (2008)
Jeffrey M. Beck, Alexandre Pouget
Exact Inferences in a Neural Implementation of a Hidden Markov Model. Neural Comput. 19 (5) (2007)
Arunava Banerjee, Alexandre Pouget
Dynamical Constraints on Computing with Spike Timing in the Cortex. NIPS (2002)
Sophie Denève, Jean-René Duhamel, Alexandre Pouget
A New Model of Spatial Representation in Multimodal Brain Areas. NIPS (2000)
Alexandre Pouget, Sophie Denève, Jean-Christophe Ducom, Peter E. Latham
Narrow vs Wide Tuning Curves: What's Best for a Population Code? Neural Comput. 11 (1) (1999)
Richard S. Zemel, Peter Dayan, Alexandre Pouget
Probabilistic Interpretation of Population Codes. Neural Comput. 10 (2) (1998)
Alexandre Pouget, Kechen Zhang, Sophie Denève, Peter E. Latham
Statistically Efficient Estimation Using Population Coding. Neural Comput. 10 (2) (1998)
Sophie Denève, Alexandre Pouget, Peter E. Latham
Divisive Normalization, Line Attractor Networks and Ideal Observers. NIPS (1998)
Sophie Denève, Alexandre Pouget
Neural Basis of Object-Centered Representations. NIPS (1997)
Alexandre Pouget, Kechen Zhang
Statistically Efficient Estimations Using Cortical Lateral Connections. NIPS (1996)
Richard S. Zemel, Peter Dayan, Alexandre Pouget
Probabilistic Interpretation of Population Codes. NIPS (1996)
Michael S. Gray, Alexandre Pouget, Richard S. Zemel, Steven J. Nowlan, Terrence J. Sejnowski
Selective Integration: A Model for Disparity Estimation. NIPS (1996)
Alexandre Pouget, Terrence J. Sejnowski
A Model of Spatial Representations in Parietal Cortex Explains Hemineglect. NIPS (1995)
Alexandre Pouget, Cedric Deffayet, Terrence J. Sejnowski
Reinforcement Learning Predicts the Site of Plasticity for Auditory Remapping in the Barn Owl. NIPS (1994)
Alexandre Pouget, Terrence J. Sejnowski
Spatial Representations in the Parietal Cortex May Use Basis Functions. NIPS (1994)
Alexandre Pouget, Stephen A. Fisher, Terrence J. Sejnowski
Hierarchical Transformation of Space in the Visual System. NIPS (1991)