Tatiana A Engel
Overview
Explore the profile of Tatiana A Engel including associated specialties, affiliations and a list of published articles.
Author names and details appear as published. Due to indexing inconsistencies, multiple individuals may share a name, and a single author may have variations. MedLuna displays this data as publicly available, without modification or verification
Snapshot
Snapshot
Articles
19
Citations
361
Followers
0
Related Specialties
Top 10 Co-Authors
Top 10 Co-Authors
Published In
Affiliations
Affiliations
Soon will be listed here.
Recent Articles
1.
Langdon C, Engel T
Nat Neurosci
. 2025 Feb;
28(3):665-675.
PMID: 39930096
Higher cortical areas carry a wide range of sensory, cognitive and motor signals mixed in heterogeneous responses of single neurons tuned to multiple task variables. Dimensionality reduction methods that rely...
2.
Shi Y, Zeraati R, Levina A, Engel T
Phys Rev Res
. 2024 Jun;
5(1).
PMID: 38938692
Correlated fluctuations in the activity of neural populations reflect the network's dynamics and connectivity. The temporal and spatial dimensions of neural correlations are interdependent. However, prior theoretical work mainly analyzed...
3.
Xia R, Chen X, Engel T, Moore T
Trends Cogn Sci
. 2024 Feb;
28(6):554-567.
PMID: 38388258
Despite a constant deluge of sensory stimulation, only a fraction of it is used to guide behavior. This selective processing is generally referred to as attention, and much research has...
4.
Wang J, Tsin D, Engel T
ArXiv
. 2024 Jan;
PMID: 38168462
Variational autoencoders (VAEs) have been used extensively to discover low-dimensional latent factors governing neural activity and animal behavior. However, without careful model selection, the uncovered latent factors may reflect noise...
5.
Genkin M, Shenoy K, Chandrasekaran C, Engel T
bioRxiv
. 2023 Aug;
PMID: 37546748
The brain represents sensory variables in the coordinated activity of neural populations, in which tuning curves of single neurons define the geometry of the population code. Whether the same coding...
6.
Langdon C, Genkin M, Engel T
Nat Rev Neurosci
. 2023 Apr;
24(6):363-377.
PMID: 37055616
Two different perspectives have informed efforts to explain the link between the brain and behaviour. One approach seeks to identify neural circuit elements that carry out specific functions, emphasizing connectivity...
7.
Zeraati R, Shi Y, Steinmetz N, Gieselmann M, Thiele A, Moore T, et al.
Nat Commun
. 2023 Apr;
14(1):1858.
PMID: 37012299
Intrinsic timescales characterize dynamics of endogenous fluctuations in neural activity. Variation of intrinsic timescales across the neocortex reflects functional specialization of cortical areas, but less is known about how intrinsic...
8.
Zeraati R, Engel T, Levina A
Nat Comput Sci
. 2023 Jan;
2(3):193-204.
PMID: 36644291
Timescales characterize the pace of change for many dynamic processes in nature. Timescales are usually estimated by fitting the exponential decay of data autocorrelation in the time or frequency domain....
9.
Roach J, Churchland A, Engel T
Nat Commun
. 2023 Jan;
14(1):147.
PMID: 36627310
During perceptual decision-making, the firing rates of cortical neurons reflect upcoming choices. Recent work showed that excitatory and inhibitory neurons are equally selective for choice. However, the functional consequences of...
10.
Genkin M, Engel T
Nat Mach Intell
. 2022 Dec;
2(11):674-683.
PMID: 36451696
Machine learning optimizes flexible models to predict data. In scientific applications, there is a rising interest in interpreting these flexible models to derive hypotheses from data. However, it is unknown...