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Omid G. Sani
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Year
Mood variations decoded from multi-site intracranial human brain activity
OG Sani*, Y Yang*, MB Lee, HE Dawes, EF Chang, MM Shanechi
Nature biotechnology 36 (10), 954-961, 2018
1772018
Direct electrical stimulation of lateral orbitofrontal cortex acutely improves mood in individuals with symptoms of depression
VR Rao*, KK Sellers*, DL Wallace, MB Lee, M Bijanzadeh, OG Sani, ...
Current Biology 28 (24), 3893-3902. e4, 2018
1462018
Modelling and prediction of the dynamic responses of large-scale brain networks during direct electrical stimulation
Y Yang*, S Qiao*, OG Sani, JI Sedillo, B Ferrentino, B Pesaran, ...
Nature Biomedical Engineering, 1-22, 2021
1002021
Modeling behaviorally relevant neural dynamics enabled by preferential subspace identification
OG Sani, H Abbaspourazad, YT Wong, B Pesaran, MM Shanechi
Nature Neuroscience 24 (1), 140-149, 2021
1002021
Dynamic network modeling and dimensionality reduction for human ECoG activity
Y Yang*, OG Sani*, EF Chang, MM Shanechi
Journal of neural engineering 16 (5), 056014, 2019
412019
First-in-human prediction of chronic pain state using intracranial neural biomarkers
P Shirvalkar, J Prosky, G Chin, P Ahmadipour, OG Sani, M Desai, ...
Nature neuroscience 26 (6), 1090-1099, 2023
232023
Where is all the nonlinearity: flexible nonlinear modeling of behaviorally relevant neural dynamics using recurrent neural networks
OG Sani, B Pesaran, MM Shanechi
bioRxiv, 2021.09. 03.458628, 2021
162021
Modelling and prediction of the dynamic responses of large-scale brain networks during direct electrical stimulation. Nat Biomed Eng 2021 54. 2021; 5: 324–345
Y Yang, S Qiao, OG Sani, JI Sedillo, B Ferrentino, B Pesaran
8
Modeling behaviorally relevant neural dynamics enabled by preferential subspace identification (PSID)
OG Sani, B Pesaran, MM Shanechi
bioRxiv, 808154, 2019
7*2019
Modeling and dissociation of intrinsic and input-driven neural population dynamics underlying behavior
P Vahidi*, OG Sani*, MM Shanechi
Proceedings of the National Academy of Sciences 121 (7), e2212887121, 2024
32024
Sensory feedback can give rise to neural rotations
OG Sani, MM Shanechi
Elife 10, e75469, 2021
32021
Closed-loop bci for the treatment of neuropsychiatric disorders
OG Sani, Y Yang, MM Shanechi
Brain-Computer Interface Research: A State-of-the-Art Summary 9, 121-125, 2021
32021
Post-stimulus encoding of decision confidence in EEG: toward a brain–computer interface for decision making
N Sadras, OG Sani, P Ahmadipour, MM Shanechi
Journal of Neural Engineering 20 (5), 056012, 2023
22023
Multimodal subspace identification for modeling discrete-continuous spiking and field potential population activity
P Ahmadipour, OG Sani, B Pesaran, MM Shanechi
Journal of Neural Engineering, 2023
22023
Modeling and control of behaviorally relevant brain states
OG Sani
University of Southern California, 2020
22020
Developing a Closed-Loop Brain-Computer Interface for Treatment of Neuropsychiatric Disorders Using Electrical Brain Stimulation
Y Yang*, OG Sani*, MB Lee, HE Dawes, EF Chang, MM Shanechi
Brain-Computer Interface Research: A State-of-the-Art Summary 9, 103, 0
2*
Neural Decoding and Control of Mood to Treat Neuropsychiatric Disorders
O Sani, Y Yang, M Lee, K Sellers, H Dawes, E Chang, M Shanechi
Biological Psychiatry 87 (9), S95-S96, 2020
12020
Detection of movement related cortical potential: Effects of causal vs. non-causal processing
OG Sani, R Chavarriaga, MB Shamsollahi, JR Millán
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
12016
Preferential system identification (PSID) for joint dynamic modeling of signals with dissociation and prioritization of their shared dynamics, with applicability to modeling …
MM Shanechi, OG Sani
US Patent 11,832,953, 2023
2023
Spectral learning of shared dynamics between generalized-linear processes
LL Oganesian, OG Sani, M Shanechi
2023
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Articles 1–20