Author

Peter C. Humphreys

Google DeepMind (United Kingdom)ORCID 0000-0003-3055-8374Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Neuroscience· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:experimental assay· 1 Assay:imaging· 1 Organism:mouse· 1 Approach:statistical model· 1

Frequent Co-Authors

Karel SvobodaiD· 2 shared Kayvon DaieiD· 2 shared Matthew BotvinickiD· 2 shared Timothy LillicrapiD· 2 shared Claudia Clopath AiD· 1 shared Kimberly StachenfeldiD· 1 shared Kyle AitkeniD· 1 shared Lucas W. Kinsey· 1 shared

Activity by Year

2022-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersNeuroscience

Karel SvobodaORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

NeurosciencebioRxivPreprintMar 5, 2026

Functional reorganization of motor cortex connectivity during learning

Kayvon Daie, Kyle Aitken, Márton Rózsa…·Karel Svoboda

This study shows how rapid learning in mice involves structured changes in motor cortex connectivity, rerouting preparatory activity to control a conditioned neuron.

2 citations

mouseimaging

𝕏 PostBluesky

NeurosciencebioRxivPreprintDec 8, 2022

BCI learning phenomena can be explained by gradient-based optimization

Peter C. Humphreys, Kayvon Daie, Karel Svoboda…·Timothy Lillicrap

This study shows that two BCI learning phenomena can be explained by gradient-based optimization, without requiring special mechanisms.

17 citations

statistical model

𝕏 PostBluesky