Nonlinear Circuits and Systems for Neuro-inspired Robot Control (SpringerBriefs in Applied Sciences and Technology)
暫譯: 神經啟發式機器人控制的非線性電路與系統 (應用科學與技術系列)

Luca Patanè

  • 出版商: Springer
  • 出版日期: 2018-04-03
  • 售價: $2,200
  • 貴賓價: 9.5$2,090
  • 語言: 英文
  • 頁數: 112
  • 裝訂: Paperback
  • ISBN: 331973346X
  • ISBN-13: 9783319733463
  • 相關分類: 機器人製作 Robots
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book guides readers along a path that proceeds from neurobiology to nonlinear-dynamical circuits, to nonlinear neuro-controllers and to bio-inspired robots. It provides a concise exploration of the essence of neural processing in simple animal brains and its adaptation and extrapolation to modeling, implementation, and realization of the analogous emergent features in artificial but bio-inspired robots: an emerging research field.

The book starts with a short presentation of the main areas of the Drosophila brain. These are modeled as nonlinear dynamical structures, which are then used to showcase key features like locomotion, motor learning, memory formation, and exploitation. It also discusses additional complex behaviors, such as sequence learning and perception, which have recently been discovered to exist in insects. Much of the material presented has been tested in biorobotics classes for the Master’s degree in Automation Engineering and Control of Complex Systems at the University of Catania. 

Reporting on the work fostered by several national and international research projects, the book offers researchers novel ideas on how neuro-inspired dynamics can be used in developing the autonomous machines of the future.

商品描述(中文翻譯)

這本書引導讀者從神經生物學出發,進入非線性動態電路、非線性神經控制器,並最終探討生物啟發的機器人。它簡明扼要地探索了簡單動物大腦中神經處理的本質,以及如何將其適應和推廣到建模、實現和實現類似的出現特徵於人工但生物啟發的機器人:這是一個新興的研究領域。

本書首先簡要介紹了Drosophila大腦的主要區域。這些區域被建模為非線性動態結構,然後用來展示關鍵特徵,如運動、運動學習、記憶形成和利用。它還討論了最近在昆蟲中發現的其他複雜行為,例如序列學習和感知。本書中呈現的許多材料已在卡塔尼亞大學自動化工程與複雜系統控制碩士學位的生物機器人課程中進行測試。

本書報告了由多個國內外研究項目促進的工作,為研究人員提供了有關如何利用神經啟發的動態來開發未來自主機器的新穎想法。