Pouget, Alexandre

Title	Published in	Year	Views	Downloads
Brain-wide representations of prior information in mouse decision-making	Nature	2025	19	28
Multi-timescale reinforcement learning in the brain	Nature	2025	15	0
A brain-wide map of neural activity during complex behaviour	Nature	2025	16	27
A common computational and neural anomaly across mouse models of autism	Nature neuroscience	2025	14	26
Acquiring musculoskeletal skills with curriculum-based reinforcement learning	Neuron	2024	14	36
Natural language instructions induce compositional generalization in networks of neurons	Nature neuroscience	2024	83	46
Lightning Pose : improved animal pose estimation via semi-supervised learning, Bayesian ensembling and cloud-native open-source tools	Nature methods	2024	15	25
Catalyzing next-generation Artificial Intelligence through NeuroAI	Nature communications	2023	180	504
Internally generated population activity in cortical networks hinders information transmission	Science advances	2022	224	234
Next-generation brain observatories	Neuron	2022	133	0
Mice alternate between discrete strategies during perceptual decision-making	Nature neuroscience	2022	292	0
Investigating the representation of uncertainty in neuronal circuits	PLoS computational biology	2021	186	139
Synaptic plasticity as Bayesian inference	Nature neuroscience	2021	273	514
Dynamic allocation of limited memory resources in reinforcement learning	Advances in Neural Information Processing Systems	2020	352	154
A local temporal difference code for distributional reinforcement learning	Advances in Neural Information Processing Systems	2020	399	234
International brain initiative: an innovative framework for coordinated global brain research efforts	Neuron	2020	276	167
The impact of learning on perceptual decisions and its implication for speed-accuracy tradeoffs	Nature Communications	2020	264	229
Learning optimal decisions with confidence	Proceedings of the National Academy of Sciences	2019	492	341
Optimal policy for multi-alternative decisions	Nature Neuroscience	2019	396	533
Inferring decoding strategies for multiple correlated neural populations	PLOS Computational Biology	2018	429	236
An International Laboratory for Systems and Computational Neuroscience	Neuron	2017	455	192
A probabilistic approach to demixing odors	Nature Neuroscience	2017	508	3
Robust information propagation through noisy neural circuits	PLOS Computational Biology	2017	460	217
Context- and Output Layer-Dependent Long-Term Ensemble Plasticity in a Sensory Circuit	Neuron	2017	1,843	468
A method to estimate the number of neurons supporting visual orientation discrimination in primates	F1000Research	2017	398	237
Confidence and certainty: distinct probabilistic quantities for different goals	Nature neuroscience	2016	694	3
Optimal policy for value-based decision-making	Nature communications	2016	540	342
A better way to crack the brain	Nature	2016	446	2
Correlations and Neuronal Population Information	Annual review of neuroscience	2016	582	2,232
How Can Single Sensory Neurons Predict Behavior?	Neuron	2015	591	1
Origin of information-limiting noise correlations	Proceedings of the National Academy of Sciences of the United States of America	2015	540	1
Tuning the speed-accuracy trade-off to maximize reward rate in multisensory decision-making	eLife	2015	547	297
Measuring Fisher Information Accurately in Correlated Neural Populations	PLoS computational biology	2015	528	259
Multisensory decisions provide support for probabilistic number representations	Journal of neurophysiology	2015	612	458
European Commission: Put brain project back on course	Nature	2014	632	9
Young Children Bet on Their Numerical Skills: Metacognition in the Numerical Domain	Psychological science	2014	702	1
Action video game play facilitates the development of better perceptual templates	Proceedings of the National Academy of Sciences of the United States of America	2014	841	419
Optimal multisensory decision-making in a reaction-time task	eLife	2014	1,158	532
Relation between Belief and Performance in Perceptual Decision Making	PloS one	2014	666	394
Information-limiting correlations	Nature neuroscience	2014	663	2
Demixing odors — fast inference in olfaction	Advances in Neural Information Processing Systems 26 (NIPS 2013)	2013	607	338
Probabilistic brains: knowns and unknowns	Nature neuroscience	2013	809	4
Not noisy, just wrong: the role of suboptimal inference in behavioral variability	Neuron	2012	663	3
Neural correlates of reliability-based cue weighting during multisensory integration	Nature neuroscience	2012	609	1
Brain plasticity through the life span: learning to learn and action video games	Annual review of neuroscience	2012	1,205	6
Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models	NIPS 2012	2012	597	745
Probabilistic vs. non-probabilistic approaches to the neurobiology of perceptual decision-making	Current opinion in neurobiology	2012	619	723
The cost of accumulating evidence in perceptual decision making	The Journal of neuroscience	2012	727	425
How the Bayesians got their beliefs (and what those beliefs actually are): comment on Bowers and Davis (2012)	Psychological bulletin	2012	600	4
Marginalization in neural circuits with divisive normalization	The Journal of neuroscience	2011	685	1,058
Bayesian sampling in visual perception	Proceedings of the National Academy of Sciences of the United States of America	2011	681	512
Perceptual learning as improved probabilistic inference in early sensory areas	Nature neuroscience	2011	686	1
Insights from a simple expression for linear fisher information in a recurrently connected population of spiking neurons	Neural computation	2011	704	876
Behavior and neural basis of near-optimal visual search	Nature neuroscience	2011	662	2
Improved probabilistic inference as a general learning mechanism with action video games	Current biology	2010	859	71
Data rules; but theory understands: an introduction to a special issue on "Mathematical models of visual coding"	Vision research	2010	568	1
Quick thinking: perceiving in a tenth of a blink of an eye	Nature neuroscience	2010	560	2
Paying Attention to Neurons with Discriminating Taste	Neuron	2007	491	1
Multisensory spatial representations in eye-centered coordinates for reaching	Cognition	2002	704	442