Detalhe da pesquisa
1.
Reconstructing computational system dynamics from neural data with recurrent neural networks.
Nat Rev Neurosci
; 24(11): 693-710, 2023 11.
Artigo
em Inglês
| MEDLINE | ID: mdl-37794121
2.
Coordinated Prefrontal State Transition Leads Extinction of Reward-Seeking Behaviors.
J Neurosci
; 41(11): 2406-2419, 2021 03 17.
Artigo
em Inglês
| MEDLINE | ID: mdl-33531416
3.
Classification of amyotrophic lateral sclerosis by brain volume, connectivity, and network dynamics.
Hum Brain Mapp
; 43(2): 681-699, 2022 02 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-34655259
4.
Deep neural networks in psychiatry.
Mol Psychiatry
; 24(11): 1583-1598, 2019 11.
Artigo
em Inglês
| MEDLINE | ID: mdl-30770893
5.
CACNA1C gene regulates behavioral strategies in operant rule learning.
PLoS Biol
; 15(6): e2000936, 2017 Jun.
Artigo
em Inglês
| MEDLINE | ID: mdl-28604818
6.
Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI.
PLoS Comput Biol
; 15(8): e1007263, 2019 08.
Artigo
em Inglês
| MEDLINE | ID: mdl-31433810
7.
Addiction Research Consortium: Losing and regaining control over drug intake (ReCoDe)-From trajectories to mechanisms and interventions.
Addict Biol
; 25(2): e12866, 2020 03.
Artigo
em Inglês
| MEDLINE | ID: mdl-31859437
8.
A state space approach for piecewise-linear recurrent neural networks for identifying computational dynamics from neural measurements.
PLoS Comput Biol
; 13(6): e1005542, 2017 Jun.
Artigo
em Inglês
| MEDLINE | ID: mdl-28574992
9.
A Quantitative Analysis of Context-Dependent Remapping of Medial Frontal Cortex Neurons and Ensembles.
J Neurosci
; 36(31): 8258-72, 2016 08 03.
Artigo
em Inglês
| MEDLINE | ID: mdl-27488644
10.
A Detailed Data-Driven Network Model of Prefrontal Cortex Reproduces Key Features of In Vivo Activity.
PLoS Comput Biol
; 12(5): e1004930, 2016 05.
Artigo
em Inglês
| MEDLINE | ID: mdl-27203563
11.
Amphetamine Exerts Dose-Dependent Changes in Prefrontal Cortex Attractor Dynamics during Working Memory.
J Neurosci
; 35(28): 10172-87, 2015 Jul 15.
Artigo
em Inglês
| MEDLINE | ID: mdl-26180194
12.
Contextual encoding by ensembles of medial prefrontal cortex neurons.
Proc Natl Acad Sci U S A
; 109(13): 5086-91, 2012 Mar 27.
Artigo
em Inglês
| MEDLINE | ID: mdl-22421138
13.
Neurocomputational models of time perception.
Adv Exp Med Biol
; 829: 49-71, 2014.
Artigo
em Inglês
| MEDLINE | ID: mdl-25358705
14.
Visualization of Discontinuous Vector Field Topology.
IEEE Trans Vis Comput Graph
; 30(1): 45-54, 2024 Jan.
Artigo
em Inglês
| MEDLINE | ID: mdl-37878439
15.
Method for stationarity-segmentation of spike train data with application to the Pearson cross-correlation.
J Neurophysiol
; 110(2): 562-72, 2013 Jul.
Artigo
em Inglês
| MEDLINE | ID: mdl-23636729
16.
A systems medicine research approach for studying alcohol addiction.
Addict Biol
; 18(6): 883-96, 2013 Nov.
Artigo
em Inglês
| MEDLINE | ID: mdl-24283978
17.
Resolving the prefrontal mechanisms of adaptive cognitive behaviors: A cross-species perspective.
Neuron
; 111(7): 1020-1036, 2023 04 05.
Artigo
em Inglês
| MEDLINE | ID: mdl-37023708
18.
Distinct hippocampal-prefrontal neural assemblies coordinate memory encoding, maintenance, and recall.
Curr Biol
; 33(7): 1220-1236.e4, 2023 04 10.
Artigo
em Inglês
| MEDLINE | ID: mdl-36898372
19.
Attracting dynamics of frontal cortex ensembles during memory-guided decision-making.
PLoS Comput Biol
; 7(5): e1002057, 2011 May.
Artigo
em Inglês
| MEDLINE | ID: mdl-21625577
20.
Conserved structures of neural activity in sensorimotor cortex of freely moving rats allow cross-subject decoding.
Nat Commun
; 13(1): 7420, 2022 12 02.
Artigo
em Inglês
| MEDLINE | ID: mdl-36456557