Primer to Neuromorphic Computing
暫譯: 神經形態計算入門
Garg, Harish, Moy Chatterjee, Jyotir, Sujatha, R.
- 出版商: Academic Press
- 出版日期: 2024-11-15
- 售價: $6,270
- 貴賓價: 9.5 折 $5,957
- 語言: 英文
- 頁數: 278
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0443214808
- ISBN-13: 9780443214806
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商品描述
Primer to Neuromorphic Computing highlights critical and ongoing research into the diverse applications of neuromorphic computing. It includes an overview of primary scientific concepts for the research topic of neuromorphic computing, such as neurons as computational units, artificial intelligence, machine learning, and neuromorphic models. It also discusses the fundamental design method and organization of neuromorphic architecture. Hardware for neuromorphic systems can be developed by exploiting the magnetic properties of different materials. These systems are more energy efficient and enable faster computation . Magnetic tunnel junctions and magnetic textures can be employed to act as neurons and synapses. Neuromorphic systems have general intelligence like humans as they can apply knowledge gained in one domain to other domains.
商品描述(中文翻譯)
《神經形態計算入門》強調了對神經形態計算多樣應用的關鍵和持續研究。它包括神經形態計算研究主題的主要科學概念概述,例如神經元作為計算單元、人工智慧、機器學習和神經形態模型。它還討論了神經形態架構的基本設計方法和組織。神經形態系統的硬體可以通過利用不同材料的磁性特性來開發。這些系統更具能源效率,並能實現更快的計算。磁隧道接合和磁性結構可以用來作為神經元和突觸。神經形態系統擁有類似人類的一般智慧,因為它們能將在一個領域獲得的知識應用到其他領域。