Cognitive Modeling of Human Memory and Learning: A Non-invasive Brain-Computer Interfacing Approach
Lidia Ghosh, Amit Konar, Pratyusha Rakshit

Informasi Umum

Kode

23.21.336

Klasifikasi

153.12 - Conscious mental processes and intelligence- Memory

Jenis

Buku - Elektronik (E-Book)

Subjek

Memory, Brain-computer Interfaces

No. Rak

Dilihat

170 kali

Informasi Lainnya

Abstraksi

Cognitive Modeling of Human Memory and Learning: A Non-invasive Brain-Computer Interfacing Approach 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.

Examines the scope of computational models of memory and learning with special emphasis on classification of memory tasks by deep learning-based models Proposes Interval Type-2 fuzzy sets (IT2FS) and General Type-2 Fuzzy Sets (GT2FS) based reasoning in the context of memory modeling and learning Employs Brain-Computer Interfaces for memory modeling and also cognitive load classification in motor learning tasks for driving learners Cognitive Modeling of Human Memory and Learning: A Non-invasive Brain-Computer Interfacing Approach will appeal to researchers in cognitive neuro-science and human/brain-computer interfaces. It is also beneficial to graduate students of computer science/electrical/electronic engineering.

Koleksi & Sirkulasi

Tersedia 1 dari total 1 Koleksi

Pengarang

Nama	Lidia Ghosh, Amit Konar, Pratyusha Rakshit
Jenis	Perorangan
Penyunting
Penerjemah

Penerbit

Nama	Wiley-IEEE Press
Kota	New York
Tahun	2021

Sirkulasi

Harga sewa	IDR 0,00
Denda harian	IDR 0,00
Jenis	Non-Sirkulasi

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