| Brain-wide representations of prior information in mouse decision-making | Nature |  | | 2025 | 26 | 43 |
|
| Multi-timescale reinforcement learning in the brain | Nature |  | | 2025 | 20 | 0 |
|
| A brain-wide map of neural activity during complex behaviour | Nature | | | 2025 | 22 | 60 |
|
| A common computational and neural anomaly across mouse models of autism | Nature neuroscience | | | 2025 | 20 | 45 |
|
| Acquiring musculoskeletal skills with curriculum-based reinforcement learning | Neuron | | | 2024 | 20 | 53 |
|
| Natural language instructions induce compositional generalization in networks of neurons | Nature neuroscience | | | 2024 | 88 | 51 |
|
| Lightning Pose : improved animal pose estimation via semi-supervised learning, Bayesian ensembling and cloud-native open-source tools | Nature methods | | | 2024 | 21 | 84 |
|
| Catalyzing next-generation Artificial Intelligence through NeuroAI | Nature communications | | | 2023 | 186 | 620 |
|
| Internally generated population activity in cortical networks hinders information transmission | Science advances | | | 2022 | 229 | 280 |
|
| Next-generation brain observatories | Neuron | | | 2022 | 139 | 0 |
|
| Mice alternate between discrete strategies during perceptual decision-making | Nature neuroscience | | | 2022 | 297 | 0 |
|
| Investigating the representation of uncertainty in neuronal circuits | PLoS computational biology | | | 2021 | 193 | 149 |
|
| Synaptic plasticity as Bayesian inference | Nature neuroscience | | | 2021 | 278 | 637 |
|
| Dynamic allocation of limited memory resources in reinforcement learning | Advances in Neural Information Processing Systems | | | 2020 | 357 | 170 |
|
| A local temporal difference code for distributional reinforcement learning | Advances in Neural Information Processing Systems | | | 2020 | 405 | 253 |
|
| International brain initiative: an innovative framework for coordinated global brain research efforts | Neuron | | | 2020 | 281 | 181 |
|
| The impact of learning on perceptual decisions and its implication for speed-accuracy tradeoffs | Nature Communications | | | 2020 | 269 | 245 |
|
| Learning optimal decisions with confidence | Proceedings of the National Academy of Sciences | | | 2019 | 497 | 380 |
|
| Optimal policy for multi-alternative decisions | Nature Neuroscience | | | 2019 | 401 | 560 |
|
| Inferring decoding strategies for multiple correlated neural populations | PLOS Computational Biology | | | 2018 | 434 | 243 |
|
| An International Laboratory for Systems and Computational Neuroscience | Neuron | | | 2017 | 460 | 202 |
|
| A probabilistic approach to demixing odors | Nature Neuroscience | | | 2017 | 515 | 3 |
|
| Robust information propagation through noisy neural circuits | PLOS Computational Biology | | | 2017 | 466 | 219 |
|
| Context- and Output Layer-Dependent Long-Term Ensemble Plasticity in a Sensory Circuit | Neuron | | | 2017 | 1,853 | 506 |
|
| A method to estimate the number of neurons supporting visual orientation discrimination in primates | F1000Research | | | 2017 | 403 | 264 |
|
| Confidence and certainty: distinct probabilistic quantities for different goals | Nature neuroscience | | | 2016 | 701 | 3 |
|
| Optimal policy for value-based decision-making | Nature communications | | | 2016 | 547 | 374 |
|
| A better way to crack the brain | Nature | | | 2016 | 452 | 2 |
|
| Correlations and Neuronal Population Information | Annual review of neuroscience | | | 2016 | 594 | 2,438 |
|
| How Can Single Sensory Neurons Predict Behavior? | Neuron | | | 2015 | 599 | 1 |
|
| Origin of information-limiting noise correlations | Proceedings of the National Academy of Sciences of the United States of America | | | 2015 | 547 | 1 |
|
| Tuning the speed-accuracy trade-off to maximize reward rate in multisensory decision-making | eLife | | | 2015 | 554 | 314 |
|
| Measuring Fisher Information Accurately in Correlated Neural Populations | PLoS computational biology | | | 2015 | 536 | 262 |
|
| Multisensory decisions provide support for probabilistic number representations | Journal of neurophysiology | | | 2015 | 620 | 532 |
|
| European Commission: Put brain project back on course | Nature | | | 2014 | 640 | 9 |
|
| Young Children Bet on Their Numerical Skills: Metacognition in the Numerical Domain | Psychological science | | | 2014 | 709 | 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 | 849 | 467 |
|
| Optimal multisensory decision-making in a reaction-time task | eLife | | | 2014 | 1,166 | 596 |
|
| Relation between Belief and Performance in Perceptual Decision Making | PloS one | | | 2014 | 674 | 412 |
|
| Information-limiting correlations | Nature neuroscience | | | 2014 | 671 | 2 |
|
| Demixing odors — fast inference in olfaction | Advances in Neural Information Processing Systems 26 (NIPS 2013) | | | 2013 | 615 | 361 |
|
| Probabilistic brains: knowns and unknowns | Nature neuroscience | | | 2013 | 817 | 4 |
|
| Not noisy, just wrong: the role of suboptimal inference in behavioral variability | Neuron | | | 2012 | 670 | 3 |
|
| Neural correlates of reliability-based cue weighting during multisensory integration | Nature neuroscience | | | 2012 | 617 | 1 |
|
| Brain plasticity through the life span: learning to learn and action video games | Annual review of neuroscience | | | 2012 | 1,219 | 6 |
|
| Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models | NIPS 2012 | | | 2012 | 605 | 804 |
|
| Probabilistic vs. non-probabilistic approaches to the neurobiology of perceptual decision-making | Current opinion in neurobiology | | | 2012 | 627 | 775 |
|
| The cost of accumulating evidence in perceptual decision making | The Journal of neuroscience | | | 2012 | 734 | 472 |
|
| How the Bayesians got their beliefs (and what those beliefs actually are): comment on Bowers and Davis (2012) | Psychological bulletin | | | 2012 | 608 | 4 |
|
| Marginalization in neural circuits with divisive normalization | The Journal of neuroscience | | | 2011 | 693 | 1,117 |
|
| Bayesian sampling in visual perception | Proceedings of the National Academy of Sciences of the United States of America | | | 2011 | 688 | 537 |
|
| Perceptual learning as improved probabilistic inference in early sensory areas | Nature neuroscience | | | 2011 | 694 | 1 |
|
| Insights from a simple expression for linear fisher information in a recurrently connected population of spiking neurons | Neural computation | | | 2011 | 712 | 906 |
|
| Behavior and neural basis of near-optimal visual search | Nature neuroscience | | | 2011 | 670 | 2 |
|
| Improved probabilistic inference as a general learning mechanism with action video games | Current biology | | | 2010 | 867 | 71 |
|
| Data rules; but theory understands: an introduction to a special issue on "Mathematical models of visual coding" | Vision research | | | 2010 | 576 | 1 |
|
| Quick thinking: perceiving in a tenth of a blink of an eye | Nature neuroscience | | | 2010 | 568 | 2 |
|
| Paying Attention to Neurons with Discriminating Taste | Neuron | | | 2007 | 497 | 1 |
|
| Multisensory spatial representations in eye-centered coordinates for reaching | Cognition | | | 2002 | 710 | 472 |
|
