Richard Gerum

Different Spectral Representations in Optimized Artificial Neural Networks and Brains

2022 · arXiv (Cornell University)

Recent studies suggest that artificial neural networks (ANNs) that match the spectral properties of the mammalian visual cortex -- namely, the $\sim 1/n$ eigenspectrum of the covariance matrix of neural activities -- achieve higher object …