2015
A Tractable Approximation to Optimal Point Process Filtering: Application to Neural Encoding
NeurIPS 2015spotlight
The process of dynamic state estimation (filtering) based on point process observations is in general intractable. Numerical sampling techniques are often practically useful, but lead to limited conceptual insight about optimal encoding/decoding strategies, which are of significant relevance to Comp…