Fully Deterministic Shallow Neural Networks with Localized Activations. Part II: Condition Number Estimates

Ran Bi, Weibing Deng

We prove positive definiteness and quantitative condition-number bounds for continuous Sobolev Gram matrices of deterministic shallow networks with Gaussian and tanh-difference act…