Graph Neural Networks use graphs when they shouldn't(arxiv.org)112 points by Pseudomanifold 3 years ago | 20 comments
Universality of Gradient Descent Neural Network Training(arxiv.org)24 points by E-Reverance 2 months ago | 2 comments
Every model learned by gradient descent is approximately a kernel machine (2020)(arxiv.org)157 points by Anon84 2 years ago | 111 comments
Kolmogorov Neural Networks can represent discontinuous functions(arxiv.org)93 points by ubj 3 years ago | 27 comments
A robust, open-source framework for Spiking Neural Networks on low-end FPGAs(arxiv.org)62 points by PaulHoule 1 year ago | 5 comments