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Ali Yousefi
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Treating refractory mental illness with closed-loop brain stimulation: progress towards a patient-specific transdiagnostic approach
AS Widge, KK Ellard, AC Paulk, I Basu, A Yousefi, S Zorowitz, A Gilmour, ...
Experimental neurology 287, 461-472, 2017
1052017
Closed-loop enhancement and neural decoding of cognitive control in humans
I Basu, A Yousefi, B Crocker, R Zelmann, AC Paulk, N Peled, KK Ellard, ...
Nature biomedical engineering 7 (4), 576-588, 2023
472023
Intelligent fence intrusion detection system: detection of intentional fence breaching and recognition of fence climbing
A Yousefi, AA Dibazar, TW Berger
2008 IEEE Conference on Technologies for Homeland Security, 620-625, 2008
372008
Decoding hidden cognitive states from behavior and physiology using a Bayesian approach
A Yousefi, I Basu, AC Paulk, N Peled, EN Eskandar, DD Dougherty, ...
Neural computation 31 (9), 1751-1788, 2019
302019
CLoSES: A platform for closed-loop intracranial stimulation in humans
R Zelmann, AC Paulk, I Basu, A Sarma, A Yousefi, B Crocker, E Eskandar, ...
NeuroImage 223, 117314, 2020
272020
Driver drowsiness estimation using EEG signals with a dynamical encoder–decoder modeling framework
S Arefnezhad, J Hamet, A Eichberger, M Frühwirth, A Ischebeck, ...
Scientific reports 12 (1), 2650, 2022
262022
Computational modeling of neurotransmitter release evoked by electrical stimulation: nonlinear approaches to predicting stimulation-evoked dopamine release
JK Trevathan, A Yousefi, HO Park, JJ Bartoletta, KA Ludwig, KH Lee, ...
ACS chemical neuroscience 8 (2), 394-410, 2017
242017
Cognitive state prediction using an EM algorithm applied to Gamma distributed data
A Yousefi, AC Paulk, T Deckersbach, D Dougherty, E Eskandar, A Widge, ...
Pages: 7819 - 7824, DOI: 10.1109/EMBC.2015.7320205 IEEE Conference Publications, 2015
202015
COMPASS: an open-source, general-purpose software toolkit for computational psychiatry
A Yousefi, AC Paulk, I Basu, JL Mirsky, DD Dougherty, EN Eskandar, ...
Frontiers in neuroscience 12, 957, 2019
192019
A comparison study of point-process filter and deep learning performance in estimating rat position using an ensemble of place cells
MR Rezaei, AK Gillespie, JA Guidera, B Nazari, S Sadri, LM Frank, ...
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
192018
Systems and methods for security breach detection
TW Berger, A Dibazar, A Yousefi, HO Park
US Patent 8,077,036, 2011
172011
Parameter estimation in multiple dynamic synaptic coupling model using Bayesian Point Process State-Space Modeling framework
Y Amidi, B Nazari, S Sadri, A Yousefi
Neural Computation 33 (5), 1269-1299, 2021
162021
Efficient decoding of multi-dimensional signals from population spiking activity using a Gaussian mixture particle filter
A Yousefi, AK Gillespie, JA Guidera, M Karlsson, LM Frank, UT Eden
IEEE Transactions on Biomedical Engineering 66 (12), 3486-3498, 2019
162019
Intelligent acoustic and vibration recognition/alert systems for security breaching detection, close proximity danger identification, and perimeter protection
AA Dibazar, A Yousefi, HO Park, B Lu, S George, TW Berger
2010 IEEE International Conference on Technologies for Homeland Security …, 2010
162010
Assessing goodness-of-fit in marked point process models of neural population coding via time and rate rescaling
A Yousefi, Y Amidi, B Nazari, UT Eden
Neural computation 32 (11), 2145-2186, 2020
142020
Closed loop enhancement and neural decoding of human cognitive control
I Basu, A Yousefi, B Crocker, R Zelmann, AC Paulk, N Peled, KK Ellard, ...
BioRxiv, 2020.04. 24.059964, 2020
142020
Synaptic dynamics: Linear model and adaptation algorithm
A Yousefi, AA Dibazar, TW Berger
Neural networks 56, 49-68, 2014
112014
Intelligent recognition of acoustic and vibration threats for security breach detection, close proximity danger identification, and perimeter protection
AA Dibazar, A Yousefi, HO Park, B Lu, S George, TW Berger
IEEE International Conference on Technologies for Homeland Security (HST …, 2010
112010
Real-time point process filter for multidimensional decoding problems using mixture models
MR Rezaei, K Arai, LM Frank, UT Eden, A Yousefi
Journal of neuroscience methods 348, 109006, 2021
102021
Handbook of neuroengineering
NV Thakor
Springer Nature, 2023
82023
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