Matthew F Singh
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Explore the profile of Matthew F Singh including associated specialties, affiliations and a list of published articles.
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11
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64
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Recent Articles
1.
Singh M, Braver T, Cole M, Ching S
Proc Natl Acad Sci U S A
. 2025 Jan;
122(3):e2409577121.
PMID: 39823302
Task-free brain activity affords unique insight into the functional structure of brain network dynamics and has been used to identify neural markers of individual differences. In this work, we present...
2.
Singh M, Cole M, Braver T, Ching S
Annu Rev Control
. 2024 Jan;
54:363-376.
PMID: 38250171
The development of technologies for brain stimulation provides a means for scientists and clinicians to directly actuate the brain and nervous system. Brain stimulation has shown intriguing potential in terms...
3.
Singh M, Braver T, Cole M, Ching S
bioRxiv
. 2023 Dec;
PMID: 38077097
Task-free brain activity affords unique insight into the functional structure of brain network dynamics and is a strong marker of individual differences. In this work, we present an algorithmic optimization...
4.
Singh M, Cole M, Braver T, Ching S
Front Neuroimaging
. 2023 Aug;
1:982288.
PMID: 37555140
Transcranial electrical stimulation (tES) technology and neuroimaging are increasingly coupled in basic and applied science. This synergy has enabled individualized tES therapy and facilitated causal inferences in functional neuroimaging. However,...
5.
Levenstein D, Alvarez V, Amarasingham A, Azab H, Chen Z, Gerkin R, et al.
J Neurosci
. 2023 Feb;
43(7):1074-1088.
PMID: 36796842
In recent years, the field of neuroscience has gone through rapid experimental advances and a significant increase in the use of quantitative and computational methods. This growth has created a...
6.
Etzel J, Brough R, Freund M, Kizhner A, Lin Y, Singh M, et al.
Sci Data
. 2022 Mar;
9(1):114.
PMID: 35351911
Cognitive control is a critical higher mental function, which is subject to considerable individual variation, and is impaired in a range of mental health disorders. We describe here the initial...
7.
Singh M, Wang A, Cole M, Ching S, Braver T
Neuroimage
. 2021 Dec;
247:118836.
PMID: 34942364
Brain responses recorded during fMRI are thought to reflect both rapid, stimulus-evoked activity and the propagation of spontaneous activity through brain networks. In the current work, we describe a method...
8.
Riehl J, Zimmerman M, Singh M, Bowman G, Ching S
J R Soc Interface
. 2020 Sep;
17(170):20200126.
PMID: 32900299
Equilibria, or fixed points, play an important role in dynamical systems across various domains, yet finding them can be computationally challenging. Here, we show how to efficiently compute all equilibrium...
9.
Singh M, Braver T, Cole M, Ching S
Neuroimage
. 2020 Jul;
221:117046.
PMID: 32603858
A key challenge for neuroscience is to develop generative, causal models of the human nervous system in an individualized, data-driven manner. Previous initiatives have either constructed biologically-plausible models that are...
10.
Singh M, Wang A, Braver T, Ching S
J Neural Eng
. 2020 Jun;
17(4):046025.
PMID: 32590377
Objective: For many biophysical systems, direct measurement of all state-variables, in - vivo is not feasible. Thus, a key challenge in biological modeling and signal processing is to reconstruct the...