Extracting State Transition Dynamics from Multiple Spike Trains with Correlated Poisson HMM

Katahira, Kentaro, Nishikawa, Jun, Okanoya, Kazuo, Okada, Masato

Dec-31-2009–Neural Information Processing Systems 

Neural activity is non-stationary and varies across time.