ARNI Frontier Models for Neuroscience and Behavior Working Group

Title: POSSM: Generalizable, real-time neural decoding with hybrid state-space models Abstract:  Real-time decoding of neural spiking data is a core aspect of neurotechnology applications such as brain-computer interfaces, where models are subject to strict latency constraints. Traditional methods, including simple recurrent neural networks, are fast and lightweight but are less equipped for generalization to unseen…