3 papers
cond-mat.dis-nn2026
Solution of a chaotic neural network at fixed connectivity
Albert J. Wakhloo
We calculate the moments and response functions of a nonlinear random recurrent neural network in the large- limit using a diagrammatic technique. Our approach does not require…
q-bio.NC2024
Neural population geometry and optimal coding of tasks with shared latent structure
Albert J. Wakhloo, Will Slatton, SueYeon Chung
Humans and animals can recognize latent structures in their environment and apply this information to efficiently navigate the world. However, it remains unclear what aspects of ne…
q-bio.NC2023
A Spectral Theory of Neural Prediction and Alignment
Abdulkadir Canatar, Jenelle Feather, Albert Wakhloo +1
The representations of neural networks are often compared to those of biological systems by performing regression between the neural network responses and those measured from biolo…