Prefrontal working memory signal primarily controls phase-coded information within extrastriate cortex DOI Open Access
Mohsen Parto-Dezfouli, M. Isabel Vanegas, Mohammad Zarei

и другие.

Опубликована: Дек. 13, 2024

In order to understand how prefrontal cortex provides the benefits of working memory (WM) for visual processing we examined influence WM on representation signals in V4 neurons two macaque monkeys. We found that induces strong β oscillations and timing action potentials relative this oscillation reflects sensory information-i.e., a phase coding information. Pharmacologically inactivating Frontal Eye Field part cortex, confirmed necessity WM-driven boost Indeed, changes average firing rate could be accounted by WM-induced oscillatory changes. present network model describe can recruit areas primarily inducing within these discuss implications findings recruitment theory through coherence.

Язык: Английский

Prefrontal working memory signal controls phase-coded information within extrastriate cortex DOI Open Access
Mohsen Parto-Dezfouli, M. Isabel Vanegas, Mohammad Zarei

и другие.

Опубликована: Апрель 8, 2025

In order to understand how prefrontal cortex provides the benefits of working memory (WM) for visual processing we examined influence WM on representation signals in V4 neurons two macaque monkeys. We found that induces strong β oscillations and timing action potentials relative this oscillation reflects sensory information-i.e., a phase coding information. Pharmacologically inactivating Frontal Eye Field part cortex, confirmed necessity WM-driven boost Indeed, changes average firing rate were correlated with WM-induced oscillatory changes. present network model describe can recruit areas by inducing within these discuss implications findings recruitment theory through coherence.

Язык: Английский

Процитировано

0
Machine Learning Diagnosis of Node Failures Based on Wireless Sensor Networks DOI Creative Commons
Jun Xia, Dongzhou Zhan, Xin Wang

и другие.

Applied Mathematics and Nonlinear Sciences, Год журнала: 2024, Номер 9(1)

Опубликована: Янв. 1, 2024

Abstract Wireless sensors are widely deployed to harsh environments for information monitoring, as the sensor nodes highly susceptible various failures, resulting in erroneous monitoring data. Sensor fault diagnosis is subject of research work this paper. faults categorized based on their causes and mechanisms. Secondly, wavelet transform, tuned Q LSTM-based neural network model utilized equipment feature extraction diagnosis. The structure LSTM network, well parameter settings, completed with an adaptive moment estimation algorithm training, simulations carried out verification. diagnostic accuracy paper high 97%, root mean square error converges 0.02 after 170 times which shows training time very short, only 1.226s, that efficient meets requirements practical applications, proving effectiveness paper’s wireless node

Язык: Английский

Процитировано

0
Prefrontal working memory signal primarily controls phase-coded information within extrastriate cortex DOI Creative Commons
Mohsen Parto-Dezfouli, M. Isabel Vanegas, Mohammad Zarei

и другие.

bioRxiv (Cold Spring Harbor Laboratory), Год журнала: 2024, Номер unknown

Опубликована: Авг. 29, 2024

Abstract In order to understand how prefrontal cortex provides the benefits of working memory (WM) for visual processing we examined influence WM on representation signals in V4 neurons two macaque monkeys. We found that induces strong β oscillations and timing action potentials relative this oscillation reflects sensory information-i.e., a phase coding information. Pharmacologically inactivating Frontal Eye Field part cortex, confirmed necessity WM-driven boost Indeed, changes average firing rate could be accounted by WM-induced oscillatory changes. present network model describe can recruit areas primarily inducing within these discuss implications findings recruitment theory through coherence.

Язык: Английский

Процитировано

0
Prefrontal working memory signal primarily controls phase-coded information within extrastriate cortex DOI Open Access
Mohsen Parto-Dezfouli, M. Isabel Vanegas, Mohammad Zarei

и другие.

Опубликована: Дек. 13, 2024

In order to understand how prefrontal cortex provides the benefits of working memory (WM) for visual processing we examined influence WM on representation signals in V4 neurons two macaque monkeys. We found that induces strong β oscillations and timing action potentials relative this oscillation reflects sensory information-i.e., a phase coding information. Pharmacologically inactivating Frontal Eye Field part cortex, confirmed necessity WM-driven boost Indeed, changes average firing rate could be accounted by WM-induced oscillatory changes. present network model describe can recruit areas primarily inducing within these discuss implications findings recruitment theory through coherence.

Язык: Английский

Процитировано

0
Prefrontal working memory signal primarily controls phase-coded information within extrastriate cortex DOI Open Access
Mohsen Parto-Dezfouli, M. Isabel Vanegas, Mohammad Zarei

и другие.

Опубликована: Дек. 13, 2024

In order to understand how prefrontal cortex provides the benefits of working memory (WM) for visual processing we examined influence WM on representation signals in V4 neurons two macaque monkeys. We found that induces strong β oscillations and timing action potentials relative this oscillation reflects sensory information-i.e., a phase coding information. Pharmacologically inactivating Frontal Eye Field part cortex, confirmed necessity WM-driven boost Indeed, changes average firing rate could be accounted by WM-induced oscillatory changes. present network model describe can recruit areas primarily inducing within these discuss implications findings recruitment theory through coherence.

Язык: Английский

Процитировано

0