[HTML][HTML] Learning to select actions shapes recurrent dynamics in the corticostriatal system
CD Márton, SR Schultz, BB Averbeck - Neural Networks, 2020 - Elsevier
Learning to select appropriate actions based on their values is fundamental to adaptive
behavior. This form of learning is supported by fronto-striatal systems. The dorsal-lateral …
behavior. This form of learning is supported by fronto-striatal systems. The dorsal-lateral …
Signature patterns for top-down and bottom-up information processing via cross-frequency coupling in macaque auditory cortex
Predictive coding is a theoretical framework that provides a functional interpretation of top-down
and bottom-up interactions in sensory processing. The theory suggests there are …
and bottom-up interactions in sensory processing. The theory suggests there are …
[HTML][HTML] Characterization of the skin microbiota in bullous pemphigoid patients and controls reveals novel microbial indicators of disease
…, F Hübner, B Linnemann, P Joly, D Márton… - Journal of Advanced …, 2023 - Elsevier
Introduction Bullous pemphigoid (BP) is the most common autoimmune blistering disease. It
predominately afflicts the elderly and is significantly associated with increased mortality. The …
predominately afflicts the elderly and is significantly associated with increased mortality. The …
Signature patterns for top-down and bottom-up information processing via cross-frequency coupling in macaque auditory cortex
Predictive coding is a theoretical framework that provides a functional interpretation of top-down
and bottom up interactions in sensory processing. The theory has suggested that …
and bottom up interactions in sensory processing. The theory has suggested that …
Representations of information value in mouse orbitofrontal cortex during information seeking
JJ Bussell, RP Badman, CD Márton… - bioRxiv, 2023 - biorxiv.org
… A small fraction of OFC cells differentiated odor C from odor D (10%, Fig3c,d), and we attribute
this response to the fact that odor D was presented on 25% of no information trials, while …
this response to the fact that odor D was presented on 25% of no information trials, while …
Efficient and robust multi-task learning in the brain with modular latent primitives
… Christian D. Márton Dept of Neuroscience & Friedman Brain Institute Icahn School of Medicine
… (MSE) on 20 trials from the test set for output units 1 (d) and 2 (e). See A for further details. …
… (MSE) on 20 trials from the test set for output units 1 (d) and 2 (e). See A for further details. …
AI-BASED ECG AND COMPUTED TOMOGRAPHY MAPPING TO GUIDE SUCCESSFUL EPICARDIAL VENTRICULAR TACHYCARDIA ABLATION
BU Hoffman, CD Marton, C Villongco, CS Kung… - Journal of the American …, 2024 - jacc.org
Background Ventricular tachycardia (VT) is associated with significant morbidity and is
challenging to treat. Reasons for poor VT ablation success rates include inaccurate localization of …
challenging to treat. Reasons for poor VT ablation success rates include inaccurate localization of …
[PDF][PDF] Reservoir-based Tracking (TRAKR) For One-shot Classification Of Neural Time-series Patterns
Distinguishing between complex nonlinear neural time-series patterns is a challenging
problem in neuroscience. Accurately classifying different patterns could be useful for a wide …
problem in neuroscience. Accurately classifying different patterns could be useful for a wide …
TRAKR-A reservoir-based tool for fast and accurate classification of neural time-series patterns
Neuroscience has seen a dramatic increase in the types of recording modalities and complexity
of neural time-series data collected from them. The brain is a highly recurrent system …
of neural time-series data collected from them. The brain is a highly recurrent system …
Results from the Wide-field Infrared Survey Explorer (WISE) Future Uses Session at the WISE at 5 Meeting
…, M Bilicki, B Burningham, DJ Christian… - arXiv preprint arXiv …, 2015 - arxiv.org
During the "WISE at 5: Legacy and Prospects" conference in Pasadena, CA -- which ran
from February 10 - 12, 2015 -- attendees were invited to engage in an interactive session …
from February 10 - 12, 2015 -- attendees were invited to engage in an interactive session …