Ian Cone
@dr-conehed.bsky.social
Computational Neuroscience, NeuroAI
Postdoc, Rui Ponte Costa Lab, University of Oxford
Postdoc, Rui Ponte Costa Lab, University of Oxford
Reposted by Ian Cone
In many brain areas, neuronal tuning is heterogeneous. But how does this diversity help behavior? We show how tuning diversity shapes representational geometry and boosts coding efficiency for perception in our new preprint: www.biorxiv.org/content/10.1...
(w/ @sueyeonchung.bsky.social&Tony Movshon)
(w/ @sueyeonchung.bsky.social&Tony Movshon)
Variations in neuronal selectivity create efficient representational geometries for perception
Our visual capabilities depend on neural response properties in visual areas of our brains. Neurons exhibit a wide variety of selective response properties, but the reasons for this diversity are unkn...
www.biorxiv.org
June 29, 2025 at 12:19 AM
In many brain areas, neuronal tuning is heterogeneous. But how does this diversity help behavior? We show how tuning diversity shapes representational geometry and boosts coding efficiency for perception in our new preprint: www.biorxiv.org/content/10.1...
(w/ @sueyeonchung.bsky.social&Tony Movshon)
(w/ @sueyeonchung.bsky.social&Tony Movshon)
Our preprint is finally out! How can we understand the role of Behavioral Timescale Synaptic Plasticity in credit assignment? Does it fit into existing supervised and unsupervised learning frameworks? What theoretical gaps are still left unexplained?
www.biorxiv.org/content/10.1...
www.biorxiv.org/content/10.1...
www.biorxiv.org
June 16, 2025 at 8:21 AM
Our preprint is finally out! How can we understand the role of Behavioral Timescale Synaptic Plasticity in credit assignment? Does it fit into existing supervised and unsupervised learning frameworks? What theoretical gaps are still left unexplained?
www.biorxiv.org/content/10.1...
www.biorxiv.org/content/10.1...