Recurrent Neural Networks: Concepts and Applications
暫譯: 循環神經網絡:概念與應用
Kumar Tyagi, Amit, Abraham, Ajith
- 出版商: CRC
- 出版日期: 2024-10-04
- 售價: $2,800
- 貴賓價: 9.5 折 $2,660
- 語言: 英文
- 頁數: 396
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032310561
- ISBN-13: 9781032310565
海外代購書籍(需單獨結帳)
商品描述
This book comprehensively covers concepts of recurrent neural networks and discusses practical issues such as predictability and nonlinearity detecting. It will an ideal text for senior undergraduate, graduate students, researchers, and professionals in the fields of electrical, electronics and communication, and computer engineering.
商品描述(中文翻譯)
本書全面涵蓋了循環神經網絡的概念,並討論了可預測性和非線性檢測等實際問題。這將是電機、電子與通信以及計算機工程領域的高年級本科生、研究生、研究人員和專業人士的理想教材。
作者簡介
Amit Kumar Tyagi is Assistant Professor (Senior Grade), and Senior Researcher at Vellore Institute of Technology (VIT), Chennai Campus, India. His current research focuses on Machine Learning with Big data, Blockchain Technology, Data Science, Cyber Physical Systems, Smart & Secure Computing and Privacy. He has contributed to several projects such as "AARIN" and "P3-Block" to address some of the open issues related to the privacy breaches in Vehicular Applications (such as Parking) and Medical Cyber Physical Systems. He received his Ph.D. Degree from Pondicherry Central University, India. He is a member of the IEEE
Ajith Abraham is the Director of Machine Intelligence Research Labs (MIR Labs), a Not-for-Profit Scientific Network for Innovation and Research Excellence connecting Industry and Academia. As an Investigator and Co-Investigator, he has won research grants worth over 100+ Million US$ from Australia, USA, EU, Italy, Czech Republic, France, Malaysia and China. His research focuses on real world problems in the fields of machine intelligence, cyber-physical systems, Internet of things, network security, sensor networks, Web intelligence, Web services, and data mining. He is the Chair of the IEEE Systems Man and Cybernetics Society Technical Committee on Soft Computing. He is the editor-in-chief of Engineering Applications of Artificial Intelligence (EAAI) and serves/served on the editorial board of several International Journals. He received his Ph.D. Degree in Computer Science from Monash University, Melbourne, Australia.
作者簡介(中文翻譯)
Amit Kumar Tyagi 是印度金奈維洛爾科技學院(VIT)助理教授(高級職級)及高級研究員。他目前的研究重點包括機器學習與大數據、區塊鏈技術、數據科學、網絡物理系統、智能與安全計算以及隱私。他參與了多個項目,如「AARIN」和「P3-Block」,以解決與車輛應用(如停車)和醫療網絡物理系統相關的隱私洩露問題。他在印度龐迪榭里中央大學獲得博士學位。他是IEEE的成員。
Ajith Abraham 是機器智能研究實驗室(MIR Labs)的主任,這是一個非營利科學網絡,旨在促進創新和研究卓越,連接產業與學術界。作為研究員和共同研究員,他獲得了來自澳大利亞、美國、歐盟、意大利、捷克共和國、法國、馬來西亞和中國的超過一億美元的研究資助。他的研究專注於機器智能、網絡物理系統、物聯網、網絡安全、傳感器網絡、網絡智能、網絡服務和數據挖掘等領域的現實問題。他是IEEE系統人與控制論學會軟計算技術委員會的主席,也是《人工智慧工程應用》(EAAI)的主編,並在多個國際期刊的編輯委員會中任職或曾任職。他在澳大利亞墨爾本的莫納什大學獲得計算機科學博士學位。