2 papers
q-bio.NC2025
Spike-Timing-Dependent Plasticity for Bernoulli Message Passing
Sepideh Adamiat, Wouter M. Kouw, Bert de Vries
Bayesian inference provides a principled framework for understanding brain function, while neural activity in the brain is inherently spike-based. This paper bridges these two pers…
cs.LG2024
Improved Depth Estimation of Bayesian Neural Networks
Bart van Erp, Bert de Vries
This paper proposes improvements over earlier work by Nazareth and Blei (2022) for estimating the depth of Bayesian neural networks. Here, we propose a discrete truncated normal di…