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Cognitive modeling of human memory and learninga non-invasive brain-computer interfacing approach /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Cognitive modeling of human memory and learningLidia Ghosh, Amit Konar, Pratyusha Rakshit.
Reminder of title:	a non-invasive brain-computer interfacing approach /
Author:	Ghosh, Lidia.
other author:	Konar, Amit.
Published:	Hoboken, NJ :Wiley ;c2021.
Description:	1 online resource.
Subject:	Memory.
Online resource:	https://onlinelibrary.wiley.com/doi/book/10.1002/9781119705925
ISBN:	9781119705925$q(electronic bk.)

Cognitive modeling of human memory and learninga non-invasive brain-computer interfacing approach /
Ghosh, Lidia.

Cognitive modeling of human memory and learninga non-invasive brain-computer interfacing approach /[electronic resource] :Lidia Ghosh, Amit Konar, Pratyusha Rakshit. - Hoboken, NJ :Wiley ;c2021. - 1 online resource.

Includes bibliographical references and index.

"This book models human memory from a cognitive standpoint by utilizing brain activations acquired from the cortex by electroencephalographic (EEG) and functional near-infrared-spectroscopic (f-NIRs) means. It begins with an overview of the early models of memory. The authors then propose a simplistic model of Working Memory (WM) built with fuzzy Hebbian learning. A second perspective of memory models is concerned with Short-Term Memory (STM)-modeling in the context of 2-dimensional object-shape reconstruction from visually examined memorized instances. A third model assesses the subjective motor learning skill in driving from erroneous motor actions. Other models introduce a novel strategy of designing a two-layered deep Long Short-Term Memory (LSTM) classifier network and also deal with cognitive load assessment in motor learning tasks associated with driving. The book ends with concluding remarks based on principles and experimental results acquired in previous chapters"--

ISBN: 9781119705925$q(electronic bk.)Subjects--Topical Terms:

177537
Memory.

LC Class. No.: BF371

Dewey Class. No.: 153.1/20113

Cognitive modeling of human memory and learninga non-invasive brain-computer interfacing approach /
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003 OCoLC
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020 $a 9781119705925$q(electronic bk.)
020 $a 1119705924$q(electronic bk.)
020 $a 9781119705918$q(epub)
020 $a 1119705916$q(epub)
020 $a 9781119705871$q(adobe pdf)
020 $a 1119705878$q(adobe pdf)
020 $z 9781119705864$q(cloth)
020 $z 111970586X$q(cloth)
035 $a 1154117989
040 $a DLC $b eng $c DLC $d OCLCO $d OCLCF $d YDX $d DG1 $d RECBK
041 0 $a eng
050 0 0 $a BF371
082 0 0 $a 153.1/20113 $2 23
100 1 $a Ghosh, Lidia. $3 931391
245 1 0 $a Cognitive modeling of human memory and learning $h [electronic resource] : $b a non-invasive brain-computer interfacing approach / $c Lidia Ghosh, Amit Konar, Pratyusha Rakshit.
260 $a Hoboken, NJ : $b Wiley ; $a Piscataway, NJ : $b IEEE Press, $c c2021.
300 $a 1 online resource.
504 $a Includes bibliographical references and index.
520 $a "This book models human memory from a cognitive standpoint by utilizing brain activations acquired from the cortex by electroencephalographic (EEG) and functional near-infrared-spectroscopic (f-NIRs) means. It begins with an overview of the early models of memory. The authors then propose a simplistic model of Working Memory (WM) built with fuzzy Hebbian learning. A second perspective of memory models is concerned with Short-Term Memory (STM)-modeling in the context of 2-dimensional object-shape reconstruction from visually examined memorized instances. A third model assesses the subjective motor learning skill in driving from erroneous motor actions. Other models introduce a novel strategy of designing a two-layered deep Long Short-Term Memory (LSTM) classifier network and also deal with cognitive load assessment in motor learning tasks associated with driving. The book ends with concluding remarks based on principles and experimental results acquired in previous chapters"-- $c Provided by publisher.
588 $a Description based on print version record.
650 0 $a Memory. $3 177537
650 0 $a Brain-computer interfaces. $3 286641
650 0 $a Cognitive neuroscience. $3 193845
700 1 $a Konar, Amit. $3 256291
700 1 $a Rakshit, Pratyusha. $3 826372
856 4 0 $u https://onlinelibrary.wiley.com/doi/book/10.1002/9781119705925