Pouget, Alexandre

The Bayesian brain: The role of uncertainty in neural coding and computation

Knill, D. C., & Pouget, A. (2004) · Trends in Neurosciences

Neural dynamics and brain functionVisual perception and processing mechanisms

Cited by 2,588

Neural correlations, population coding and computation

Averbeck, B. B., Latham, P. E., & Pouget, A. (2006) · Nature reviews. Neuroscience

Neural dynamics and brain functionstochastic dynamics and bifurcation

Cited by 1,743

Bayesian inference with probabilistic population codes

Ma, W. J., Beck, J. M., Latham, P. E., & Pouget, A. (2006) · Nature Neuroscience

Neural dynamics and brain functionVisual perception and processing mechanisms

Cited by 1,457

Probabilistic population codes for Bayesian decision making

Beck, J. M., Ma, W. J., Kiani, R., Hanks, T., Churchland, A. K., Roitman, J., Shadlen, M. N., Latham, P. E., & Pouget, A. (2008) · Neuron

Neural dynamics and brain functionMemory and Neural Mechanisms

Cited by 645

Probabilistic brains: knowns and unknowns

Pouget, A., Beck, J. M., Ma, W. J., & Latham, P. E. (2013) · Nature Neuroscience

Bayesian Modeling and Causal InferenceNeural dynamics and brain function

Cited by 615

The Cost of Accumulating Evidence in Perceptual Decision Making

Drugowitsch, J., Moreno-Bote, R., Churchland, A. K., Shadlen, M. N., & Pouget, A. (2012) · The Journal of Neuroscience

Visual perception and processing mechanismsNeural and Behavioral Psychology Studies

Cited by 577

Brain plasticity through the life span: Learning to learn and action video games

Bavelier, D., Green, C. S., Pouget, A., & Schrater, P. (2012) · Annual Review of Neuroscience

Neuroscience, Education and Cognitive FunctionNeurogenesis and neuroplasticity mechanisms

Cited by 541

Confidence and certainty: Distinct probabilistic quantities for different goals

Pouget, A., Drugowitsch, J., & Kepecs, A. (2016) · Nature Neuroscience

Neural dynamics and brain functionNeural and Behavioral Psychology Studies

Cited by 528

Reference frames for representing visual and tactile locations in parietal cortex

Avillac, M., Denève, S., Olivier, E., Pouget, A., & Duhamel, J.-R. (2005) · Nature Neuroscience

Multisensory perception and integrationVisual perception and processing mechanisms

Cited by 464

Neural correlates of reliability-based cue weighting during multisensory integration

Fetsch, C. R., Pouget, A., DeAngelis, G. C., & Angelaki, D. E. (2012) · Nature Neuroscience

Multisensory perception and integrationVisual perception and processing mechanisms

Cited by 459

A computational perspective on the neural basis of multisensory spatial representations

Pouget, A., Deneve, S., & Duhamel, J.-R. (2002) · Nature Reviews Neuroscience

Multisensory perception and integrationNeural dynamics and brain function

Cited by 413

Computational approaches to sensorimotor transformations

Pouget, A., & Snyder, L. H. (2000) · Nature Neuroscience

Motor Control and AdaptationMemory and Neural Mechanisms

Cited by 357

Variance as a signature of neural computations during decision making

Churchland, A. K., Kiani, R., Chaudhuri, R., Wang, X.-J., Pouget, A., & Shadlen, M. N. (2011) · Neuron

Neural dynamics and brain functionVisual perception and processing mechanisms

Cited by 350

Probabilistic Interpretation of Population Codes

Zemel, R. S., Dayan, P., & Pouget, A. (1998) · Neural Computation

Neural dynamics and brain functionMemory and Neural Mechanisms

Cited by 333

Not Noisy, Just Wrong: The Role of Suboptimal Inference in Behavioral Variability

Beck, J. M., Ma, W. J., Pitkow, X., Latham, P. E., & Pouget, A. (2012) · Neuron

Neural dynamics and brain functionNeural and Behavioral Psychology Studies

Cited by 316

Bayesian multisensory integration and cross-modal spatial links.

Deneve, S., & Pouget, A. (2004) · Journal of Physiology-Paris

Multisensory perception and integrationTactile and Sensory Interactions

Cited by 230

Mice alternate between discrete strategies during perceptual decision-making

Ashwood, Z. C., Roy, N. A., Stone, I. R., Laboratory, T. I. B., Urai, A. E., Churchland, A. K., Pouget, A., & Pillow, J. W. (2022) · Nature Neuroscience

Neural and Behavioral Psychology StudiesVisual perception and processing mechanisms

Cited by 229

How the Bayesians got their beliefs (and what those beliefs actually are): Comment on Bowers and Davis (2012).

Griffiths, T. L., Chater, N., Norris, D., & Pouget, A. (2012) · Psychological Bulletin

Statistical Methods and Bayesian InferenceBayesian Modeling and Causal Inference

Cited by 192

Bayesian sampling in visual perception

Moreno-Bote, R., Knill, D. C., & Pouget, A. (2011) · Proceedings of the National Academy of Sciences

Visual perception and processing mechanismsMultisensory perception and integration

Cited by 182

Relation between belief and performance in perceptual decision making

Drugowitsch, J., Moreno-Bote, R., & Pouget, A. (2014) · PLoS ONE

Visual perception and processing mechanismsDecision-Making and Behavioral Economics

Cited by 72

Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution

Zador, A., Escola, S., Richards, B., Ölveczky, B., Bengio, Y., Boahen, K., Botvinick, M., Chklovskii, D., Churchland, A., Clopath, C., et al. (2022) · arXiv

Embodied and Extended CognitionPsychiatry, Mental Health, Neuroscience

Cited by 34