Event-Based Neuromorphic Systems Hardcover
暫譯: 事件驅動的神經形態系統(精裝版)
- 出版商: Wiley
- 出版日期: 2015-02-16
- 售價: $5,570
- 貴賓價: 9.5 折 $5,292
- 語言: 英文
- 頁數: 440
- 裝訂: Hardcover
- ISBN: 0470018496
- ISBN-13: 9780470018491
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相關翻譯:
事件驅動神經形態系統 (簡中版)
商品描述
Neuromorphic electronic engineering takes its inspiration from the functioning of nervous systems to build more power efficient electronic sensors and processors. Event-based neuromorphic systems are inspired by the brain's efficient data-driven communication design, which is key to its quick responses and remarkable capabilities. This cross-disciplinary text establishes how circuit building blocks are combined in architectures to construct complete systems. These include vision and auditory sensors as well as neuronal processing and learning circuits that implement models of nervous systems.
Techniques for building multi-chip scalable systems are considered throughout the book, including methods for dealing with transistor mismatch, extensive discussions of communication and interfacing, and making systems that operate in the real world. The book also provides historical context that helps relate the architectures and circuits to each other and that guides readers to the extensive literature. Chapters are written by founding experts and have been extensively edited for overall coherence.
This pioneering text is an indispensable resource for practicing neuromorphic electronic engineers, advanced electrical engineering and computer science students and researchers interested in neuromorphic systems.
Key features:
- Summarises the latest design approaches, applications, and future challenges in the field of neuromorphic engineering.
- Presents examples of practical applications of neuromorphic design principles.
- Covers address-event communication, retinas, cochleas, locomotion, learning theory, neurons, synapses, floating gate circuits, hardware and software infrastructure, algorithms, and future challenges.
商品描述(中文翻譯)
神經形電子工程的靈感來自於神經系統的運作,旨在構建更具能效的電子感測器和處理器。基於事件的神經形系統受到大腦高效數據驅動通信設計的啟發,這是其快速反應和卓越能力的關鍵。本書跨學科地探討了如何將電路構建模塊組合在架構中,以構建完整的系統。這些系統包括視覺和聽覺感測器,以及實現神經系統模型的神經處理和學習電路。
本書考慮了構建多晶片可擴展系統的技術,包括處理晶體管不匹配的方法、對通信和介面的廣泛討論,以及在現實世界中運作的系統的構建。本書還提供了歷史背景,幫助將架構和電路彼此聯繫起來,並指導讀者參考廣泛的文獻。各章節由創始專家撰寫,並經過廣泛編輯以確保整體一致性。
這本開創性的著作是實踐神經形電子工程師、進階電機工程和計算機科學學生以及對神經形系統感興趣的研究人員不可或缺的資源。
主要特點:
- 總結了神經形工程領域最新的設計方法、應用和未來挑戰。
- 提供神經形設計原則的實際應用範例。
- 涵蓋地址事件通信、視網膜、耳蝸、運動、學習理論、神經元、突觸、浮閘電路、硬體和軟體基礎設施、演算法以及未來挑戰。