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Cognitive modeling of human memory and learning[electronic resource] :a non-invasive brain-computer interfacing approach /

紀錄類型:	書目-電子資源 : Monograph/item
杜威分類號:	153.1/20113
書名/作者:	Cognitive modeling of human memory and learning : a non-invasive brain-computer interfacing approach // Lidia Ghosh, Amit Konar, Pratyusha Rakshit.
作者:	Ghosh, Lidia.
其他作者:	Konar, Amit.
出版者:	Hoboken, NJ : : Wiley ;, c2021.
面頁冊數:	1 online resource.
標題:	Memory.
標題:	Brain-computer interfaces.
標題:	Cognitive neuroscience.
ISBN:	9781119705925
ISBN:	1119705924
ISBN:	9781119705918
ISBN:	1119705916
ISBN:	9781119705871
ISBN:	1119705878
書目註:	Includes bibliographical references and index.
摘要、提要註:	"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"--
電子資源:	https://onlinelibrary.wiley.com/doi/book/10.1002/9781119705925

Cognitive modeling of human memory and learning[electronic resource] :a 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: 9781119705925Subjects--Topical Terms:

380198
Memory.

LC Class. No.: BF371

Dewey Class. No.: 153.1/20113

Cognitive modeling of human memory and learning[electronic resource] :a non-invasive brain-computer interfacing approach /
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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 747972
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 380198
650 0 $a Brain-computer interfaces. $3 578332
650 0 $a Cognitive neuroscience. $3 181997
700 1 $a Konar, Amit. $3 623258
700 1 $a Rakshit, Pratyusha. $3 747973
856 4 0 $u https://onlinelibrary.wiley.com/doi/book/10.1002/9781119705925