Neuronal Stochastic Attention Circuit (NSAC) for Probabilistic Representation Learning 事件

Neuronal Stochastic Attention Circuit (NSAC) for Probabilistic Representation Learning arXiv:2605.26061v1 Announce Type: cross Abstract: Reliable quantification of uncertainty estimates in continuous-time (CT) representation learning remains nascent, particularly within CT attention architectures. We introduce the Neuronal Stochastic Attention Circuit (NSAC), a novel biologically-inspired CT attention architecture that reformulates attention logit computation as the solution of an Ornstein-Uhle