Brain-computer interface : using deep learning applications / edited by M.G. Sumithra, Rajesh Kumar Dhanaraj, Mariofanna Milanova, Balamurugan Balusamy and Chandran Venkatesan.

Format:

Book

Contributor:

Sumithra, M. G., editor.

Dhanaraj, Rajesh Kumar, editor.

Milanova, Mariofanna, editor.

Balusamy, Balamurugan, editor.

Venkatesan, Chandran, editor.

Wiley InterScience (Online service)

Gail and Warren Lieberfarb Mental Health and Neuroscience Library Resources Fund.

Language:

English

Subjects (All):

Brain-computer interfaces.

Deep learning (Machine learning).

Physical Description:

1 online resource.

Place of Publication:

Hoboken, NJ : Wiley ; Beverly, MA : Scrivener Publishing, 2023.

Contents:

Front Matter

Introduction to Brain-Computer Interface / Jyoti R Munavalli, Priya R Sankpal, A Sumathi, Jayashree M Oli

Introduction / Muskan Jindal, Eshan Bajal, Areeba Kazim

Statistical Learning for Brain-Computer Interface / Lalit Kumar Gangwar, Ankit, A John, E Rajesh

The Impact of Brain-Computer Interface on Lifestyle of Elderly People / Zahra Alidousti Shahraki, Mohsen Aghabozorgi Nafchi

A Review of Innovation to Human Augmentation in Brain-Machine Interface - Potential, Limitation, and Incorporation of AI / T Graceshalini, S Rathnamala, M Prabhanantha Kumar

Resting-State fMRI / M Menagadevi, S Mangai, S Sudha, D Thiyagarajan

Early Prediction of Epileptic Seizure Using Deep Learning Algorithm / T Jagadesh, A Reethika, B Jaishankar, MS Kanivarshini

Brain-Computer Interface-Based Real-Time Movement of Upper Limb Prostheses Topic / S Vairaprakash, S Rajagopal

Brain-Computer Interface-Assisted Automated Wheelchair Control Management-Cerebro / Sudhendra Kambhamettu, Meenalosini Vimal Cruz, S Anitha, S Sibi Chakkaravarthy, K Nandeesh Kumar

Identification of Imagined Bengali Vowels from EEG Signals Using Activity Map and Convolutional Neural Network / Rajdeep Ghosh, Nidul Sinha, Souvik Phadikar

Optimized Feature Selection Techniques for Classifying Electrocorticography Signals / B Paulchamy, R Uma Maheshwari, D Sudarvizhi AP (Sr G), R Anandkumar AP (Sr G), G Ravi

BCI - Challenges, Applications, and Advancements / R Remya, MG Sumithra

Index

Notes:

Electronic reproduction. Hoboken, N.J. Available via World Wide Web.

Description based on online resource; title from digital title page (viewed on April 25, 2023).

Local Notes:

Acquired for the Penn Libraries with assistance from the Gail and Warren Lieberfarb Mental Health and Neuroscience Library Resources Fund.

ISBN:

9781119857655

1119857651

9781119857648

1119857643

Publisher Number:

99994135077

Access Restriction:

Restricted for use by site license.