Emerging Trends in Neuro Engineering and Neural Computation (Series in BioEngineering)
暫譯: 神經工程與神經計算的新興趨勢(生物工程系列)
- 出版商: Springer
- 出版日期: 2017-04-03
- 售價: $6,780
- 貴賓價: 9.5 折 $6,441
- 語言: 英文
- 頁數: 264
- 裝訂: Hardcover
- ISBN: 9811039550
- ISBN-13: 9789811039553
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商品描述
This book focuses on neuro-engineering and neural computing, a multi-disciplinary field of research attracting considerable attention from engineers, neuroscientists, microbiologists and material scientists. It explores a range of topics concerning the design and development of innovative neural and brain interfacing technologies, as well as novel information acquisition and processing algorithms to make sense of the acquired data. The book also highlights emerging trends and advances regarding the applications of neuro-engineering in real-world scenarios, such as neural prostheses, diagnosis of neural degenerative diseases, deep brain stimulation, biosensors, real neural network-inspired artificial neural networks (ANNs) and the predictive modeling of information flows in neuronal networks. The book is broadly divided into three main sections including: current trends in technological developments, neural computation techniques to make sense of the neural behavioral data, and application of these technologies/techniques in the medical domain in the treatment of neural disorders.
商品描述(中文翻譯)
本書專注於神經工程和神經計算,這是一個多學科的研究領域,吸引了工程師、神經科學家、微生物學家和材料科學家的相當關注。它探討了一系列有關創新神經和大腦介面技術設計與開發的主題,以及新穎的信息獲取和處理算法,以理解所獲得的數據。本書還強調了神經工程在現實場景中的應用的最新趨勢和進展,例如神經義肢、神經退行性疾病的診斷、深腦刺激、生物傳感器、真正受神經網絡啟發的人工神經網絡(ANNs)以及神經網絡中信息流的預測建模。本書大致分為三個主要部分,包括:技術發展的當前趨勢、理解神經行為數據的神經計算技術,以及這些技術/技術在醫療領域治療神經疾病中的應用。