61 citations · 294 across the 31 of their papers we have counts for
4 papers · 1 filter
A hidden Markov model for decoding and the analysis of replay in spike trains
Marc Box, Matt W. Jones, Nick Whiteley
We present a hidden Markov model that describes variation in an animal's position associated with varying levels of activity in action potential spike trains of individual place ce…
Butterfly resampling: asymptotics for particle filters with constrained interactions
Kari Heine, Nick Whiteley, A. Taylan Cemgil +1
We generalize the elementary mechanism of sampling with replacement times from a weighted population of size , by introducing auxiliary variables and constraints on conditio…
Perfect sampling for nonhomogeneous Markov chains and hidden Markov models
Nick Whiteley, Anthony Lee
We obtain a perfect sampling characterization of weak ergodicity for backward products of finite stochastic matrices, and equivalently, simultaneous tail triviality of the correspo…
Forest resampling for distributed sequential Monte Carlo
Anthony Lee, Nick Whiteley
This paper brings explicit considerations of distributed computing architectures and data structures into the rigorous design of Sequential Monte Carlo (SMC) methods. A theoretical…