32 fMRI-scanned humans and 8 frontier open weight LLMs play ARC-AGI like games with no rules given. The reasoning models match the human learning trajectories and their hidden states predict human bra...

A wealth of evidence supports the view that neural manifolds are real and useful, even if they may not solve the age-old mind-body problem.

Inside Neuroscience · Episode

Transformer-based models have demonstrated remarkable reasoning abilities, but the mechanisms underlying relational reasoning remain poorly understood. We investigate how transformers perform \textit{...

A series of NeuroAI themed talks organised by the UCL NeuroAI community. Talks will continue on a monthly basis.

Action embeddings for RL - model of motor adaptation and generalization - jessegeerts/action-embedding

Action embeddings for RL - model of motor adaptation and generalization - jessegeerts/action-embedding

Transformer-based models have demonstrated remarkable reasoning abilities, but the mechanisms underlying relational reasoning remain poorly understood. We investigate how transformers perform \textit{...

Transformer-based models have demonstrated remarkable reasoning abilities, but the mechanisms underlying relational reasoning remain poorly understood. We investigate how transformers perform \textit{...

The initial stage of learning motor skills involves exploring vast action spaces, making it impractical to learn the value of every possible action independently. This poses a challenge for standard r...