圖書標籤: 腦科學 復雜網絡 認知科學 神經科學 心理學 Neuroscience 認知神經科學 Psychology
发表于2024-11-22
Networks of the Brain pdf epub mobi txt 電子書 下載 2024
Over the last decade, the study of complex networks has expanded across diverse scientific fields. Increasingly, science is concerned with the structure, behavior, and evolution of complex systems ranging from cells to ecosystems. Modern network approaches are beginning to reveal fundamental principles of brain architecture and function, and in Networks of the Brain, Olaf Sporns describes how the integrative nature of brain function can be illuminated from a complex network perspective. Highlighting the many emerging points of contact between neuroscience and network science, the book serves to introduce network theory to neuroscientists and neuroscience to those working on theoretical network models. Brain networks span the microscale of individual cells and synapses and the macroscale of cognitive systems and embodied cognition. Sporns emphasizes how networks connect levels of organization in the brain and how they link structure to function. In order to keep the book accessible and focused on the relevance to neuroscience of network approaches, he offers an informal and nonmathematical treatment of the subject. After describing the basic concepts of network theory and the fundamentals of brain connectivity, Sporns discusses how network approaches can reveal principles of brain architecture. He describes new links between network anatomy and function and investigates how networks shape complex brain dynamics and enable adaptive neural computation. The book documents the rapid pace of discovery and innovation while tracing the historical roots of the field. The study of brain connectivity has already opened new avenues of study in neuroscience. Networks of the Brain offers a synthesis of the sciences of complex networks and the brain that will be an essential foundation for future research.
Olaf Sporns is Professor and Associate Chair in the Department of Psychological and Brain Sciences, Adjunct Professor in the School of Informatics and Computing, a member of the programs in Neuroscience and Cognitive Science, and Head of the Computational Cognitive Neuroscience Laboratory at Indiana University Bloomington.
這本書是華師大心理係相關課程指定讀物,其質量的確不錯。腦網絡研究是connectomics的起點,是復雜科學、網絡科學和係統科學在大腦神經領域的重要應用方嚮之一。建議本科一二年級學習瞭神經科學基礎之後再行閱讀此書,畢竟篇幅有限,書中對涉及的生物學和心理學基本概念都不加解釋的,如果具備圖論之類的數學知識則會更添閱讀效率。書中並沒有什麼數學公式,對神經成像的原理與細節也沒有介紹,而進行的全部都是主題敘述,這的確也較為適閤大部分數學功底較差的心理學專業學生,幫助他們從不同的角度理解腦結構、腦功能和它們之間的關係等問題。心理學中一些經典問題,諸如結構(功能)獨立和功能整閤的矛盾、腦發展(發育)中的order和probability、認知障礙的原理可能性…讀此書,為學習connectomics做準備。
評分這本書是華師大心理係相關課程指定讀物,其質量的確不錯。腦網絡研究是connectomics的起點,是復雜科學、網絡科學和係統科學在大腦神經領域的重要應用方嚮之一。建議本科一二年級學習瞭神經科學基礎之後再行閱讀此書,畢竟篇幅有限,書中對涉及的生物學和心理學基本概念都不加解釋的,如果具備圖論之類的數學知識則會更添閱讀效率。書中並沒有什麼數學公式,對神經成像的原理與細節也沒有介紹,而進行的全部都是主題敘述,這的確也較為適閤大部分數學功底較差的心理學專業學生,幫助他們從不同的角度理解腦結構、腦功能和它們之間的關係等問題。心理學中一些經典問題,諸如結構(功能)獨立和功能整閤的矛盾、腦發展(發育)中的order和probability、認知障礙的原理可能性…讀此書,為學習connectomics做準備。
評分動態係統部分寫的一般
評分動態係統部分寫的一般
評分老闆指定的腦網絡教材讀物
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Networks of the Brain pdf epub mobi txt 電子書 下載 2024