Terrence J Sejnowski
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Explore the profile of Terrence J Sejnowski including associated specialties, affiliations and a list of published articles.
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284
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Recent Articles
11.
Lainscsek C, Salami P, Carvalho V, Mendes E, Fan M, Cash S, et al.
Chaos
. 2023 Dec;
33(12).
PMID: 38156987
Delay Differential Analysis (DDA) is a nonlinear method for analyzing time series based on principles from nonlinear dynamical systems. DDA is extended here to incorporate network aspects to improve the...
12.
Tsuda B, Richmond B, Sejnowski T
PLoS Comput Biol
. 2023 Nov;
19(11):e1011618.
PMID: 37983250
Animal models are used to understand principles of human biology. Within cognitive neuroscience, non-human primates are considered the premier model for studying decision-making behaviors in which direct manipulation experiments are...
13.
Lainscsek C, Mendes E, Salgado G, Sejnowski T
Chaos
. 2023 Oct;
33(10).
PMID: 37832517
Differential equations serve as models for many physical systems. But, are these equations unique? We prove here that when a 3D system of ordinary differential equations for a dynamical system...
14.
Li J, Sarma A, Sejnowski T, Doyle J
Proc Natl Acad Sci U S A
. 2023 Sep;
120(39):e2300445120.
PMID: 37738297
Animals move smoothly and reliably in unpredictable environments. Models of sensorimotor control, drawing on control theory, have assumed that sensory information from the environment leads to actions, which then act...
15.
Garcia G, Gupta K, Bartol T, Sejnowski T, Rangamani P
J Gen Physiol
. 2023 Aug;
155(9).
PMID: 37615622
Life is based on energy conversion. In particular, in the nervous system, significant amounts of energy are needed to maintain synaptic transmission and homeostasis. To a large extent, neurons depend...
16.
Sejnowski T
Neural Comput
. 2023 Feb;
35(3):309-342.
PMID: 36746144
Large language models (LLMs) have been transformative. They are pretrained foundational models that are self-supervised and can be adapted with fine-tuning to a wide range of natural language tasks, each...
17.
Rungratsameetaweemana N, Lainscsek C, Cash S, Garcia J, Sejnowski T, Bansal K
Brain Commun
. 2022 Oct;
4(5):fcac234.
PMID: 36196085
Dynamic functional brain connectivity facilitates adaptive cognition and behaviour. Abnormal alterations within such connectivity could result in disrupted functions observed across various neurological conditions. As one of the most common...
18.
Chen Y, Bukhari Q, Lin T, Sejnowski T
Netw Neurosci
. 2022 Jun;
6(2):614-633.
PMID: 35733425
Recordings from resting-state functional magnetic resonance imaging (rs-fMRI) reflect the influence of pathways between brain areas. A wide range of methods have been proposed to measure this functional connectivity (FC),...
19.
Chen Y, Rosen B, Sejnowski T
Proc Natl Acad Sci U S A
. 2022 Jun;
119(24):e2117234119.
PMID: 35679342
Investigating neural interactions is essential to understanding the neural basis of behavior. Many statistical methods have been used for analyzing neural activity, but estimating the direction of network interactions correctly...
20.
Li J, Pinto-Duarte A, Zander M, Cuoco M, Lai C, Osteen J, et al.
Elife
. 2022 May;
11.
PMID: 35604009
Two epigenetic pathways of transcriptional repression, DNA methylation and polycomb repressive complex 2 (PRC2), are known to regulate neuronal development and function. However, their respective contributions to brain maturation are...