Human Memory Modeled with Standard Analog and Digital Circuits: Inspiration for Man-made Computers (Hardcover)
暫譯: 以標準類比和數位電路建模的人類記憶:對人造電腦的啟發 (精裝版)

John Robert Burger

  • 出版商: Wiley
  • 出版日期: 2009-07-01
  • 售價: $6,950
  • 貴賓價: 9.5$6,603
  • 語言: 英文
  • 頁數: 366
  • 裝訂: Hardcover
  • ISBN: 0470424354
  • ISBN-13: 9780470424353
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Gain a new perspective on how the brain works and inspires new avenues for design in computer science and engineering

This unique book is the first of its kind to introduce human memory and basic cognition in terms of physical circuits, beginning with the possibilities of ferroelectric behavior of neural membranes, moving to the logical properties of neural pulses recognized as solitons, and finally exploring the architecture of cognition itself. It encourages invention via the methodical study of brain theory, including electrically reversible neurons, neural networks, associative memory systems within the brain, neural state machines within associative memory, and reversible computers in general. These models use standard analog and digital circuits that, in contrast to models that include non-physical components, may be applied directly toward the goal of constructing a machine with artificial intelligence based on patterns of the brain.

Writing from the circuits and systems perspective, the author reaches across specialized disciplines including neuroscience, psychology, and physics to achieve uncommon coverage of:

  • Neural membranes

  • Neural pulses and neural memory

  • Circuits and systems for memorizing and recalling

  • Dendritic processing and human learning

  • Artificial learning in artificial neural networks

  • The asset of reversibility in man and machine

  • Electrically reversible nanoprocessors

  • Reversible arithmetic

  • Hamiltonian circuit finders

  • Quantum versus classical

Each chapter introduces and develops new material and ends with exercises for readers to put their skills into practice. Appendices are provided for non-experts who want a quick overview of brain anatomy, brain psychology, and brain scanning. The nature of this book, with its summaries of major bodies of knowledge, makes it a most valuable reference for professionals, researchers, and students with career goals in artificial intelligence, intelligent systems, neural networks, computer architecture, and neuroscience.

A solutions manual is available for instructors; to obtain a copy please email the editorial department at ialine@wiley.com.

商品描述(中文翻譯)

獲得對大腦運作的新視角,並啟發計算機科學和工程設計的新途徑

這本獨特的書籍是同類中首本以物理電路的角度介紹人類記憶和基本認知的作品,從神經膜的鐵電行為的可能性開始,接著探討被認為是孤子(solitons)的神經脈衝的邏輯特性,最後探索認知本身的架構。它通過對大腦理論的系統研究來鼓勵創新,包括電可逆神經元、神經網絡、大腦內的聯想記憶系統、聯想記憶中的神經狀態機,以及一般的可逆計算機。這些模型使用標準的類比和數位電路,與包含非物理組件的模型相比,能夠直接應用於構建基於大腦模式的人工智慧機器的目標。

作者從電路和系統的角度出發,跨越神經科學、心理學和物理學等專業領域,達成不尋常的涵蓋範圍,包括:


  • 神經膜


  • 神經脈衝和神經記憶


  • 用於記憶和回憶的電路和系統


  • 樹突處理和人類學習


  • 人工神經網絡中的人工學習


  • 人類和機器的可逆性資產


  • 電可逆納米處理器


  • 可逆算術


  • 哈密頓電路尋找器


  • 量子與經典


每一章介紹並發展新材料,並以練習結束,讓讀者能夠實踐他們的技能。附錄提供給希望快速了解大腦解剖學、大腦心理學和大腦掃描的非專家。這本書的性質,總結了主要知識體系,使其成為人工智慧、智能系統、神經網絡、計算機架構和神經科學領域專業人士、研究人員和學生的寶貴參考資料。

為教師提供了解決方案手冊;如需獲取副本,請發送電子郵件至編輯部 ialine@wiley.com。