Closed-Loop Decoder Adaptation Shapes Neural Plasticity for Skillful Neuroprosthetic Control von Orsborn, Amy L., Moorman, Helene G., Overduin, Simon A., Shanechi, Maryam M., Dimitrov, Dragan F., Carmena, Jose M.

Volltext

Brain–machine interfaces from motor to mood von Shanechi, Maryam M.

Volltext

Mood variations decoded from multi-site intracranial human brain activity von Sani, Omid G, Yang, Yuxiao, Lee, Morgan B, Dawes, Heather E, Chang, Edward F, Shanechi, Maryam M

Volltext

Robust Brain-Machine Interface Design Using Optimal Feedback Control Modeling and Adaptive Point Process Filtering von Shanechi, Maryam M, Orsborn, Amy L, Carmena, Jose M

Volltext

Multiscale low-dimensional motor cortical state dynamics predict naturalistic reach-and-grasp behavior von Abbaspourazad, Hamidreza, Choudhury, Mahdi, Wong, Yan T., Pesaran, Bijan, Shanechi, Maryam M.

Volltext

Rapid control and feedback rates enhance neuroprosthetic control von Shanechi, Maryam M., Orsborn, Amy L., Moorman, Helene G., Gowda, Suraj, Dangi, Siddharth, Carmena, Jose M.

Volltext

Optimizing the learning rate for adaptive estimation of neural encoding models von Hsieh, Han-Lin, Shanechi, Maryam M

Volltext

A real-time brain-machine interface combining motor target and trajectory intent using an optimal feedback control design von Shanechi, Maryam M, Williams, Ziv M, Wornell, Gregory W, Hu, Rollin C, Powers, Marissa, Brown, Emery N

Volltext

Neural population partitioning and a concurrent brain-machine interface for sequential motor function von Shanechi, Maryam M, Hu, Rollin C, Powers, Marissa, Wornell, Gregory W, Brown, Emery N, Williams, Ziv M

Volltext

A brain-machine interface for control of medically-induced coma von Shanechi, Maryam M, Chemali, Jessica J, Liberman, Max, Solt, Ken, Brown, Emery N

Volltext

Future directions in psychiatric neurosurgery: Proceedings of the 2022 American Society for Stereotactic and Functional Neurosurgery meeting on surgical neuromodulation for psychia... von Hitti, Frederick L., Widge, Alik S., Riva-Posse, Patricio, Malone, Donald A., Okun, Michael S., Shanechi, Maryam M., Foote, Kelly D., Lisanby, Sarah H., Ankudowich, Elizabeth, Chivukula, Srinivas, Chang, Edward F., Gunduz, Aysegul, Hamani, Clement, Feinsinger, Ashley, Kubu, Cynthia S., Chiong, Winston, Chandler, Jennifer A., Carbunaru, Rafael, Cheeran, Binith, Raike, Robert S., Davis, Rachel A., Halpern, Casey H., Vanegas-Arroyave, Nora, Markovic, Dejan, Bick, Sarah K., McIntyre, Cameron C., Richardson, R. Mark, Dougherty, Darin D., Kopell, Brian H., Sweet, Jennifer A., Goodman, Wayne K., Sheth, Sameer A., Pouratian, Nader

Volltext

Adaptive latent state modeling of brain network dynamics with real-time learning rate optimization von Yang, Yuxiao, Ahmadipour, Parima, Shanechi, Maryam M

Volltext

Modeling behaviorally relevant neural dynamics enabled by preferential subspace identification von Sani, Omid G., Abbaspourazad, Hamidreza, Wong, Yan T., Pesaran, Bijan, Shanechi, Maryam M.

Volltext

Event detection and classification from multimodal time series with application to neural data von Sadras, Nitin, Pesaran, Bijan, Shanechi, Maryam M

Volltext

Dissociative and prioritized modeling of behaviorally relevant neural dynamics using recurrent neural networks von Sani, Omid G., Pesaran, Bijan, Shanechi, Maryam M.

Volltext

Modeling and dissociation of intrinsic and input-driven neural population dynamics underlying behavior von Vahidi, Parsa, Sani, Omid G, Shanechi, Maryam M

Volltext

Modeling multiscale causal interactions between spiking and field potential signals during behavior von Wang, Chuanmeizhi, Pesaran, Bijan, Shanechi, Maryam M

Volltext

A control-theoretic system identification framework and a real-time closed-loop clinical simulation testbed for electrical brain stimulation von Yang, Yuxiao, Connolly, Allison T, Shanechi, Maryam M

Volltext

A point-process matched filter for event detection and decoding from population spike trains von Sadras, Nitin, Pesaran, Bijan, Shanechi, Maryam M

Volltext

First-in-human prediction of chronic pain state using intracranial neural biomarkers von Shirvalkar, Prasad, Prosky, Jordan, Chin, Gregory, Ahmadipour, Parima, Sani, Omid G., Desai, Maansi, Schmitgen, Ashlyn, Dawes, Heather, Shanechi, Maryam M., Starr, Philip A., Chang, Edward F.

Volltext