Deep Learning in Random Neural Fields: Numerical Experiments via Neural Tangent Kernel

Kaito Watanabe, Kotaro Sakamoto, Ryo Karakida +2

A biological neural network in the cortex forms a neural field. Neurons in the field have their own receptive fields, and connection weights between two neurons are random but high…