Han-Lin Hsieh

Modeling and inference methods for switching regime-dependent dynamical systems with multiscale neural observations

Christian Y. Song, Bijan Pesaran, M. Shanechi, 2022, bioRxiv.

Decoder for Switching State-Space Models with Spike-Field Observations

Han-Lin Hsieh, Maryam M. Shanechi, Christian Y. Song, 2019, 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER).

Optimizing the learning rate for adaptive estimation of neural encoding models

Han-Lin Hsieh, Maryam M. Shanechi, M. Shanechi, 2018, PLoS Comput. Biol..

Multiscale modeling and decoding algorithms for spike-field activity

Bijan Pesaran, Maryam M Shanechi, Han-Lin Hsieh, 2018, Journal of neural engineering.

Multiscale brain-machine interface decoders

Maryam Modir Shanechi, Han-Lin Hsieh, M. Shanechi, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Optimal calibration of the learning rate in closed-loop adaptive brain-machine interfaces

Maryam Modir Shanechi, Han-Lin Hsieh, M. Shanechi, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A Multiscale Dynamical Modeling and Identification Framework for Spike-Field Activity

Maryam M Shanechi, Hamidreza Abbaspourazad, Han-Lin Hsieh, 2019, IEEE Transactions on Neural Systems and Rehabilitation Engineering.