#NeuralSet turns raw #NeuralRecordings and stimuli into #PyTorch-ready datasets. Supports
๐ง #fMRI, #EEG, #MEG, #iEEG, #spikesโฆ and preprocesses ๐ฌ text ๐ audio โถ๏ธ video ๐๏ธ imageโฆ #embeddings:
๐ https://facebookresearch.github.io/neuroai/neuralset/index.html
๐ https://kingjr.github.io/files/neuralset.pdf
๐ง โจ Just published โ โThe dynamics and geometry of choice in the premotor #cortexโ by Genkin etโฏ al. shows how the #brain encodes #decisions. Using single-trial #NeuralRecordings, they model #decisionmaking as 1D trajectories on a high-dimensional #manifold.
Key findings:
๐ Diverse tuning curves reflect one latent decision variable
๐ Dynamics follow an attractor
๐ Geometry links sensory & cognitive coding
โ๏ธ https://www.nature.com/articles/s41586-025-09199-1
๐ป https://github.com/engellab/neuralflow
Fabrizio Musacchio
Fabrizio Musacchio