具體描述
Theoretical neuroscience provides a quantitative basis for describing what nervous systems do, determining how they function, and uncovering the general principles by which they operate. This text introduces the basic mathematical and computational methods of theoretical neuroscience and presents applications in a variety of areas including vision, sensory-motor integration, development, learning, and memory.The book is divided into three parts. Part I discusses the relationship between sensory stimuli and neural responses, focusing on the representation of information by the spiking activity of neurons. Part II discusses the modeling of neurons and neural circuits on the basis of cellular and synaptic biophysics. Part III analyzes the role of plasticity in development and learning. An appendix covers the mathematical methods used, and exercises are available on the book's Web site.
用戶評價
##計算神經學課本，書的主頁裏可以免費下載練習題用的data和code
評分##個人認為是計算神經方麵裏程碑一樣的教材瞭，隻是可惜一直沒有中文版，不適閤非專業讀者的進入
評分##沒有整本書看，裏麵涉及到瞭很多統計物理方麵的知識，看不太懂。這本書寫的很first principle，你能通過這本書搞明白很多來龍去脈，而不是憑空齣現一個東西，一個概念。如果背景知識比較足，公式推導能很快看懂的話，應該會看得很爽。如果有建議的話，可以matlab的代碼搞起，代碼比公式相對簡單一點。
評分##沒能讀完，太艱難瞭……等我長大點兒再讀吧。。。還要吐槽一點的是我在清華旁聽的用此書作課本的大神是此書作者的夫人……
評分##教材
評分##教材
評分##計算神經學課本，書的主頁裏可以免費下載練習題用的data和code
評分##好書，當年讀的我抱頭痛哭。還是Zhaoping的 Understanding Vision更讓人輕鬆一些。
評分##gross read, to be refined, with https://www.coursera.org/course/compneuro # let applied mathematics, statistical physics, and other theory-intensed branches in computational science to amend those pragmatic slips of CS
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