Detalhe da pesquisa
1.
Modeling and dissociation of intrinsic and input-driven neural population dynamics underlying behavior.
Proc Natl Acad Sci U S A
; 121(7): e2212887121, 2024 Feb 13.
Artigo
em Inglês
| MEDLINE | ID: mdl-38335258
2.
Optimizing the learning rate for adaptive estimation of neural encoding models.
PLoS Comput Biol
; 14(5): e1006168, 2018 05.
Artigo
em Inglês
| MEDLINE | ID: mdl-29813069
3.
Robust Brain-Machine Interface Design Using Optimal Feedback Control Modeling and Adaptive Point Process Filtering.
PLoS Comput Biol
; 12(4): e1004730, 2016 Apr.
Artigo
em Inglês
| MEDLINE | ID: mdl-27035820
4.
A brain-machine interface for control of medically-induced coma.
PLoS Comput Biol
; 9(10): e1003284, 2013 Oct.
Artigo
em Inglês
| MEDLINE | ID: mdl-24204231
5.
Dynamical flexible inference of nonlinear latent factors and structures in neural population activity.
Nat Biomed Eng
; 8(1): 85-108, 2024 Jan.
Artigo
em Inglês
| MEDLINE | ID: mdl-38082181
6.
Event detection and classification from multimodal time series with application to neural data.
J Neural Eng
; 21(2)2024 May 02.
Artigo
em Inglês
| MEDLINE | ID: mdl-38513289
7.
Multimodal subspace identification for modeling discrete-continuous spiking and field potential population activity.
J Neural Eng
; 21(2)2024 Mar 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-38016450
8.
Unsupervised learning of stationary and switching dynamical system models from Poisson observations.
J Neural Eng
; 20(6)2023 12 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-38083862
9.
Modeling and dissociation of intrinsic and input-driven neural population dynamics underlying behavior.
bioRxiv
; 2023 Mar 14.
Artigo
em Inglês
| MEDLINE | ID: mdl-36993213
10.
Dynamical flexible inference of nonlinear latent structures in neural population activity.
bioRxiv
; 2023 Mar 14.
Artigo
em Inglês
| MEDLINE | ID: mdl-36993605
11.
Multimodal subspace identification for modeling discrete-continuous spiking and field potential population activity.
bioRxiv
; 2023 May 30.
Artigo
em Inglês
| MEDLINE | ID: mdl-37398400
12.
Post-stimulus encoding of decision confidence in EEG: toward a brain-computer interface for decision making.
J Neural Eng
; 20(5)2023 09 19.
Artigo
em Inglês
| MEDLINE | ID: mdl-37524073
13.
First-in-human prediction of chronic pain state using intracranial neural biomarkers.
Nat Neurosci
; 26(6): 1090-1099, 2023 06.
Artigo
em Inglês
| MEDLINE | ID: mdl-37217725
14.
Future directions in psychiatric neurosurgery: Proceedings of the 2022 American Society for Stereotactic and Functional Neurosurgery meeting on surgical neuromodulation for psychiatric disorders.
Brain Stimul
; 16(3): 867-878, 2023.
Artigo
em Inglês
| MEDLINE | ID: mdl-37217075
15.
Modeling multiscale causal interactions between spiking and field potential signals during behavior.
J Neural Eng
; 19(2)2022 03 07.
Artigo
em Inglês
| MEDLINE | ID: mdl-35073530
16.
Modeling and inference methods for switching regime-dependent dynamical systems with multiscale neural observations.
J Neural Eng
; 19(6)2022 11 28.
Artigo
em Inglês
| MEDLINE | ID: mdl-36261030
17.
Sensory feedback can give rise to neural rotations.
Elife
; 102021 12 21.
Artigo
em Inglês
| MEDLINE | ID: mdl-34932466
18.
Adaptive latent state modeling of brain network dynamics with real-time learning rate optimization.
J Neural Eng
; 18(3)2021 03 09.
Artigo
em Inglês
| MEDLINE | ID: mdl-33254159
19.
Adaptive tracking of human ECoG network dynamics.
J Neural Eng
; 18(1): 016011, 2021 02 24.
Artigo
em Inglês
| MEDLINE | ID: mdl-33624610
20.
Modeling behaviorally relevant neural dynamics enabled by preferential subspace identification.
Nat Neurosci
; 24(1): 140-149, 2021 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-33169030