A mathematical theory for understanding when abstract representations emerge in neural networks

Bin Wang, W. Jeffrey Johnston, Stefano Fusi

Recent experiments in neuroscience reveal that task-relevant variables are often encoded in approximately orthogonal subspaces of neural population activity. These disentangled, or…