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Maryam M. Shanechi - Publications

Affiliations: 
Electrical Engineering University of Southern California, Los Angeles, CA, United States 
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40 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2024 Vahidi P, Sani OG, Shanechi MM. Modeling and dissociation of intrinsic and input-driven neural population dynamics underlying behavior. Proceedings of the National Academy of Sciences of the United States of America. 121: e2212887121. PMID 38335258 DOI: 10.1073/pnas.2212887121  0.302
2023 Abbaspourazad H, Erturk E, Pesaran B, Shanechi MM. Dynamical flexible inference of nonlinear latent factors and structures in neural population activity. Nature Biomedical Engineering. PMID 38082181 DOI: 10.1038/s41551-023-01106-1  0.305
2023 Abbaspourazad H, Erturk E, Pesaran B, Shanechi MM. Dynamical flexible inference of nonlinear latent structures in neural population activity. Biorxiv : the Preprint Server For Biology. PMID 36993605 DOI: 10.1101/2023.03.13.532479  0.306
2021 Ahmadipour P, Yang Y, Chang EF, Shanechi MM. Adaptive tracking of human ECoG network dynamics. Journal of Neural Engineering. 18: 016011. PMID 33624610 DOI: 10.1088/1741-2552/Abae42  0.614
2021 Yang Y, Qiao S, Sani OG, Sedillo JI, Ferrentino B, Pesaran B, Shanechi MM. Modelling and prediction of the dynamic responses of large-scale brain networks during direct electrical stimulation. Nature Biomedical Engineering. PMID 33526909 DOI: 10.1038/s41551-020-00666-w  0.602
2020 Yang Y, Ahmadipour P, Shanechi MM. Adaptive latent state modeling of brain network dynamics with real-time learning rate optimization. Journal of Neural Engineering. PMID 33254159 DOI: 10.1088/1741-2552/abcefd  0.612
2020 Sani O, Yang Y, Lee M, Sellers K, Dawes H, Chang E, Shanechi M. Neural Decoding and Control of Mood to Treat Neuropsychiatric Disorders Biological Psychiatry. 87: S95-S96. DOI: 10.1016/J.Biopsych.2020.02.265  0.324
2019 Shanechi MM. Brain-machine interfaces from motor to mood. Nature Neuroscience. 22: 1554-1564. PMID 31551595 DOI: 10.1038/S41593-019-0488-Y  0.387
2019 Bighamian R, Wong YT, Pesaran B, Shanechi MM. Sparse model-based estimation of functional dependence in high-dimensional field and spike multiscale networks. Journal of Neural Engineering. PMID 31100751 DOI: 10.1088/1741-2552/Ab225B  0.347
2019 Yang Y, Sani O, Chang EF, Shanechi MM. Dynamic network modeling and dimensionality reduction for human ECoG activity. Journal of Neural Engineering. PMID 31096206 DOI: 10.1088/1741-2552/Ab2214  0.58
2019 Abbaspourazad H, Hsieh HL, Shanechi MM. A Multiscale Dynamical Modeling and Identification Framework for Spike-Field Activity. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 31021802 DOI: 10.1109/Tnsre.2019.2913218  0.399
2019 Wang C, Shanechi MM. Estimating Multiscale Direct Causality Graphs in Neural Spike-Field Networks. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 30932842 DOI: 10.1109/Tnsre.2019.2908156  0.381
2019 Yang Y, Lee J, Guidera J, Vlasov K, Pei J, Brown EN, Solt K, Shanechi MM. Developing a personalized closed-loop controller of medically-induced coma in a rodent model. Journal of Neural Engineering. PMID 30856619 DOI: 10.1088/1741-2552/Ab0Ea4  0.64
2018 Hsieh HL, Wong YT, Pesaran B, Shanechi MM. Multiscale Modeling and Decoding Algorithms for Spike-Field Activity. Journal of Neural Engineering. PMID 30523833 DOI: 10.1088/1741-2552/Aaeb1A  0.339
2018 Rao VR, Sellers KK, Wallace DL, Lee MB, Bijanzadeh M, Sani OG, Yang Y, Shanechi MM, Dawes HE, Chang EF. Direct Electrical Stimulation of Lateral Orbitofrontal Cortex Acutely Improves Mood in Individuals with Symptoms of Depression. Current Biology : Cb. PMID 30503621 DOI: 10.1016/J.Cub.2018.10.026  0.56
2018 Abbaspourazad H, Wong Y, Pesaran B, Shanechi MM. Identifying multiscale hidden states to decode behavior. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2018: 3778-3781. PMID 30441189 DOI: 10.1109/EMBC.2018.8513242  0.337
2018 Yang Y, Connolly AT, Shanechi MM. A control-theoretic system identification framework and a real-time closed-loop clinical simulation testbed for electrical brain stimulation. Journal of Neural Engineering. 15: 066007. PMID 30221624 DOI: 10.1088/1741-2552/Aad1A8  0.698
2018 Sani OG, Yang Y, Lee MB, Dawes HE, Chang EF, Shanechi MM. Mood variations decoded from multi-site intracranial human brain activity. Nature Biotechnology. PMID 30199076 DOI: 10.1038/Nbt.4200  0.61
2018 Hsieh HL, Shanechi MM. Optimizing the learning rate for adaptive estimation of neural encoding models. Plos Computational Biology. 14: e1006168. PMID 29813069 DOI: 10.1371/Journal.Pcbi.1006168  0.387
2017 Yuxiao Yang, Chang EF, Shanechi MM. Dynamic tracking of non-stationarity in human ECoG activity. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2017: 1660-1663. PMID 29060203 DOI: 10.1109/EMBC.2017.8037159  0.421
2017 Abbaspourazad H, Shanechi MM. An unsupervised learning algorithm for multiscale neural activity. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2017: 201-204. PMID 29059845 DOI: 10.1109/EMBC.2017.8036797  0.311
2017 Shanechi MM, Orsborn AL, Moorman HG, Gowda S, Dangi S, Carmena JM. Rapid control and feedback rates enhance neuroprosthetic control. Nature Communications. 8: 13825. PMID 28059065 DOI: 10.1038/Ncomms13825  0.379
2016 Yuxiao Yang, Shanechi MM. Generalized binary noise stimulation enables time-efficient identification of input-output brain network dynamics. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 1766-1769. PMID 28268669 DOI: 10.1109/EMBC.2016.7591059  0.404
2016 Yang Y, Shanechi MM, Yuxiao Yang, Shanechi MM, Yang Y, Shanechi MM. Generalized binary noise stimulation enables time-efficient identification of input-output brain network dynamics. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 1766-1769. PMID 28226853 DOI: 10.1109/EMBC.2016.7591059  0.404
2016 Shanechi MM. Brain-Machine Interface Control Algorithms. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 28113323 DOI: 10.1109/Tnsre.2016.2639501  0.446
2016 Shanechi MM. Brain-Machine Interface Control Algorithms. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 27992344 DOI: 10.1109/TNSRE.2016.2639501  0.349
2016 Yang Y, Shanechi MM. An adaptive and generalizable closed-loop system for control of medically induced coma and other states of anesthesia. Journal of Neural Engineering. 13: 066019. PMID 27819255 DOI: 10.1088/1741-2560/13/6/066019  0.57
2016 Shanechi MM, Orsborn AL, Carmena JM. Robust Brain-Machine Interface Design Using Optimal Feedback Control Modeling and Adaptive Point Process Filtering. Plos Computational Biology. 12: e1004730. PMID 27035820 DOI: 10.1371/Journal.Pcbi.1004730  0.444
2015 Yang Y, Shanechi MM. A framework for identification of brain network dynamics using a novel binary noise modulated electrical stimulation pattern. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2015: 2087-90. PMID 26736699 DOI: 10.1109/EMBC.2015.7318799  0.599
2015 Yuxiao Yang, Shanechi MM. A generalizable adaptive brain-machine interface design for control of anesthesia. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2015: 1099-102. PMID 26736457 DOI: 10.1109/EMBC.2015.7318557  0.385
2014 Shanechi MM, Orsborn A, Moorman H, Gowda S, Carmena JM. High-performance brain-machine interface enabled by an adaptive optimal feedback-controlled point process decoder. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 6493-6. PMID 25571483 DOI: 10.1109/EMBC.2014.6945115  0.35
2014 Yuxiao Yang, Shanechi MM. An adaptive brain-machine interface algorithm for control of burst suppression in medical coma. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 1638-41. PMID 25570287 DOI: 10.1109/EMBC.2014.6943919  0.378
2014 Orsborn AL, Moorman HG, Overduin SA, Shanechi MM, Dimitrov DF, Carmena JM. Closed-loop decoder adaptation shapes neural plasticity for skillful neuroprosthetic control. Neuron. 82: 1380-93. PMID 24945777 DOI: 10.1016/J.Neuron.2014.04.048  0.423
2014 Dangi S, Gowda S, Moorman HG, Orsborn AL, So K, Shanechi M, Carmena JM. Continuous closed-loop decoder adaptation with a recursive maximum likelihood algorithm allows for rapid performance acquisition in brain-machine interfaces. Neural Computation. 26: 1811-39. PMID 24922501 DOI: 10.1162/Neco_A_00632  0.371
2014 Shanechi MM, Hu RC, Williams ZM. A cortical-spinal prosthesis for targeted limb movement in paralysed primate avatars. Nature Communications. 5: 3237. PMID 24549394 DOI: 10.1038/Ncomms4237  0.331
2013 Shanechi MM, Chemali JJ, Liberman M, Solt K, Brown EN. A brain-machine interface for control of medically-induced coma. Plos Computational Biology. 9: e1003284. PMID 24204231 DOI: 10.1371/Journal.Pcbi.1003284  0.616
2013 Shanechi MM, Chemali JJ, Liberman M, Solt K, Brown EN. A brain-machine interface for control of burst suppression in medical coma. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 1575-8. PMID 24110002 DOI: 10.1109/EMBC.2013.6609815  0.56
2013 Shanechi MM, Williams ZM, Wornell GW, Hu RC, Powers M, Brown EN. A real-time brain-machine interface combining motor target and trajectory intent using an optimal feedback control design. Plos One. 8: e59049. PMID 23593130 DOI: 10.1371/Journal.Pone.0059049  0.57
2013 Shanechi MM, Wornell GW, Williams ZM, Brown EN. Feedback-controlled parallel point process filter for estimation of goal-directed movements from neural signals. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 21: 129-40. PMID 23047892 DOI: 10.1109/Tnsre.2012.2221743  0.569
2012 Shanechi MM, Hu RC, Powers M, Wornell GW, Brown EN, Williams ZM. Neural population partitioning and a concurrent brain-machine interface for sequential motor function. Nature Neuroscience. 15: 1715-22. PMID 23143511 DOI: 10.1038/Nn.3250  0.499
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