Maryam M Shanechi

Adaptive latent state modeling of brain network dynamics with real-time learning rate optimization

Yuxiao Yang, Parima Ahmadipour, Maryam M Shanechi, 2020, Journal of neural engineering.

Developing a personalized closed-loop controller of medically-induced coma in a rodent model

Emery N Brown, Yuxiao Yang, Maryam M Shanechi, 2019, Journal of neural engineering.

Brain-Machine Interface Control Algorithms.

Maryam M Shanechi, M. Shanechi, 2017, IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society.

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.

Multiscale modeling and decoding algorithms for spike-field activity

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

Sparse model-based estimation of functional dependence in high-dimensional field and spike multiscale networks

Bijan Pesaran, Yan Tat Wong, Maryam M Shanechi, 2019, Journal of neural engineering.

A control-theoretic system identification framework and a real-time closed-loop clinical simulation testbed for electrical brain stimulation

Allison T. Connolly, Yuxiao Yang, Maryam M Shanechi, 2018, Journal of neural engineering.

An adaptive and generalizable closed-loop system for control of medically induced coma and other states of anesthesia

Yuxiao Yang, Maryam M Shanechi, M. Shanechi, 2016, Journal of neural engineering.

Dynamic network modeling and dimensionality reduction for human ECoG activity

Yuxiao Yang, Maryam M Shanechi, Edward F Chang, 2019, Journal of neural engineering.

A point-process matched filter for event detection and decoding from population spike trains

Bijan Pesaran, Maryam M Shanechi, Nitin Sadras, 2019, Journal of neural engineering.

Multiscale brain-machine interface decoders.

Maryam M Shanechi, Han-Lin Hsieh, 2016, Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference.

Mood variations decoded from multi-site intracranial human brain activity

Yuxiao Yang, Maryam M Shanechi, Edward F Chang, 2018, Nature Biotechnology.