Brain and Behavior Computing
暫譯: 腦與行為計算
Sahu, Mridu, Sinha, G. R.
- 出版商: CRC
- 出版日期: 2021-06-24
- 售價: $5,550
- 貴賓價: 9.5 折 $5,273
- 語言: 英文
- 頁數: 400
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 0367552973
- ISBN-13: 9780367552978
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商品描述
Brain and Behavior Computing offers insights into the functions of the human brain. This book provides an emphasis on brain and behavior computing with different modalities available such as signal processing, image processing, data sciences, statistics further it includes fundamental, mathematical model, algorithms, case studies, and future research scopes. It further illustrates brain signal sources and how the brain signal can process, manipulate, and transform in different domains allowing researchers and professionals to extract information about the physiological condition of the brain.
- Emphasizes real challenges in brain signal processing for a variety of applications for analysis, classification, and clustering.
- Discusses data sciences and its applications in brain computing visualization. Covers all the most recent tools for analysing the brain and it's working.
- Describes brain modeling and all possible machine learning methods and their uses.
- Augments the use of data mining and machine learning to brain computer interface (BCI) devices.
- Includes case studies and actual simulation examples.
This book is aimed at researchers, professionals, and graduate students in image processing and computer vision, biomedical engineering, signal processing, and brain and behavior computing.
商品描述(中文翻譯)
腦與行為計算提供了對人類大腦功能的深入見解。本書強調腦與行為計算，涵蓋了多種可用的模式，如信號處理、影像處理、數據科學、統計學，並包括基本的數學模型、演算法、案例研究以及未來的研究範疇。它進一步說明了腦信號的來源，以及腦信號如何在不同領域中進行處理、操作和轉換，使研究人員和專業人士能夠提取有關大腦生理狀況的信息。
- 強調腦信號處理在各種應用中的實際挑戰，包括分析、分類和聚類。
- 討論數據科學及其在腦計算可視化中的應用。涵蓋所有最新的工具，用於分析大腦及其運作。
- 描述腦建模及所有可能的機器學習方法及其用途。
- 增強數據挖掘和機器學習在腦機介面（BCI）設備中的應用。
- 包括案例研究和實際模擬示例。
本書旨在為影像處理和計算機視覺、生物醫學工程、信號處理以及腦與行為計算領域的研究人員、專業人士和研究生提供參考。
作者簡介
Mridu Sahu has completed her graduation in Computer Science and Engineering in 2004 from Maulana Azad National Institute of Technology, Bhopal. She completed her post - graduation Master of Technology in Computer Science and Engineering from RIT, Raipur in 2011 and completed the Ph.D. in Computer Science and Engineering in 2018 from National Institute of Technology Raipur, India. She is having more than 10-year experiences in teaching, presently she is working as Assistant professor in department of Information Technology, NIT Raipur. She has published more than 25 research articles in various journals and conferences and book chapters in the field of Data Mining, Brain Computer Interface, Sensor devices and Visual Mining Techniques. G R Sinha is Adjunct Professor at International Institute of Information Technology (IIIT) Bangalore and currently deputed as Professor at Myanmar Institute of Information Technology (MIIT) Mandalay Myanmar. He obtained his B.E. (Electronics Engineering) and M.Tech. (Computer Technology) with Gold Medal from National Institute of Technology Raipur, India. He received his Ph.D. in Electronics & Telecommunication Engineering from Chhattisgarh Swami Vivekanand Technical University (CSVTU) Bhilai, India. He is Visiting Professor (Honorary) in Sri Lanka Technological Campus Colombo for one year 2019-2020. He has published 250 research papers, book chapters and books at International and National level that includes Biometrics published by Wiley India, a subsidiary of John Wiley; Medical Image Processing published by Prentice Hall of India and 05 Edited books on Cognitive Science-Two Volumes (Elsevier), Optimization Theory (IOP) and Biometrics (Springer). He is active reviewer and editorial member of more than 12 Reputed International Journals such IEEE Transactions on Image Processing, Elsevier Computer Methods and Programs in Biomedicine, Springer Journal of Neural Computing and Applications etc. He has teaching and research experience of 21 years. He has been Dean of Faculty and Executive Council Member of CSVTU and currently a member of Senate of MIIT. Dr Sinha has been delivering ACM lectures as ACM Distinguished Speaker in the field of DSP since 2017 across the world. His few more important assignments include Expert Member for Vocational Training Programme by Tata Institute of Social Sciences (TISS) for Two Years (2017-2019); Chhattisgarh Representative of IEEE P Sub-Section Executive Council (2016-2019); Distinguished Speaker in the field of Digital Image Processing by Computer Society of India (2015). He is recipient of many awards and recognitions like TCS Award 2014 for Outstanding contributions in Campus Commune of TCS, Rajaram Bapu Patil ISTE National Award 2013 for Promising Teacher in Technical Education by ISTE New Delhi, Emerging Chhattisgarh Award 2013, Engineer of the Year Award 2011, Young Engineer Award 2008, Young Scientist Award 2005, IEI Expert Engineer Award 2007, ISCA Young Scientist Award 2006 Nomination and Deshbandhu Merit Scholarship for 05 years. He served as Distinguished IEEE Lecturer in IEEE India council for Bombay section. He is Senior Member of IEEE and Fellow of IETE India.
作者簡介(中文翻譯)
Mridu Sahu於2004年從印度博帕爾的Maulana Azad國立技術學院獲得計算機科學與工程學士學位。她於2011年在Raipur的RIT完成計算機科學與工程碩士學位，並於2018年在印度Raipur的國立技術學院獲得計算機科學與工程博士學位。她擁有超過10年的教學經驗，目前擔任NIT Raipur資訊技術系的助理教授。她在數據挖掘、腦機介面、感測器設備和視覺挖掘技術等領域發表了超過25篇研究文章，並參與各種期刊和會議的書籍章節發表。
G R Sinha是班加羅爾國際資訊技術學院（IIIT）的兼任教授，目前被派任為緬甸曼德勒的緬甸資訊技術學院（MIIT）教授。他在印度Raipur的國立技術學院獲得電子工程學士學位（B.E.）和計算機技術碩士學位（M.Tech.），並獲得金獎。他在印度Chhattisgarh Swami Vivekanand技術大學（CSVTU Bhilai）獲得電子與電信工程博士學位。他於2019-2020年在斯里蘭卡科學技術校園擔任訪問教授（榮譽）。他在國際和國內發表了250篇研究論文、書籍章節和書籍，包括由Wiley India（約翰·威利的子公司）出版的生物識別技術、由印度Prentice Hall出版的醫學影像處理，以及五本編輯書籍，涵蓋認知科學（兩卷，Elsevier）、優化理論（IOP）和生物識別技術（Springer）。他是超過12本知名國際期刊的活躍審稿人和編輯成員，包括IEEE影像處理交易、Elsevier生物醫學計算方法與程序、Springer神經計算與應用期刊等。他擁有21年的教學和研究經驗，曾擔任CSVTU的院長和執行委員會成員，目前是MIIT的參議院成員。自2017年以來，Dr. Sinha作為ACM傑出演講者在全球範圍內發表有關數字信號處理（DSP）的ACM講座。他的幾個重要任務包括擔任塔塔社會科學研究所（TISS）職業培訓計劃的專家成員（2017-2019年）；IEEE P子區執行委員會的Chhattisgarh代表（2016-2019年）；以及由印度計算機學會（Computer Society of India）頒發的數字影像處理領域的傑出演講者（2015年）。他獲得了許多獎項和榮譽，包括2014年TCS獎以表彰其在TCS校園社區的傑出貢獻、2013年ISTE新德里頒發的Rajaram Bapu Patil ISTE全國獎以表彰其在技術教育中的潛力教師、2013年新興Chhattisgarh獎、2011年年度工程師獎、2008年青年工程師獎、2005年青年科學家獎、2006年IEI專家工程師獎提名，以及五年的Deshbandhu優秀獎學金。他曾擔任IEEE印度委員會孟買分會的傑出IEEE講師。他是IEEE的高級會員和IETE印度的院士。
