发表于2025-02-01
Theoretical Neuroscience 2025 pdf epub mobi 电子书
图书标签: Neuroscience 神经科学 Computational 认知神经科学 教材 neuroscience 认知 Theoretical
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.
没有整本书看,里面涉及到了很多统计物理方面的知识,看不太懂。这本书写的很first principle,你能通过这本书搞明白很多来龙去脉,而不是凭空出现一个东西,一个概念。如果背景知识比较足,公式推导能很快看懂的话,应该会看得很爽。如果有建议的话,可以matlab的代码搞起,代码比公式相对简单一点。
评分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
评分没有整本书看,里面涉及到了很多统计物理方面的知识,看不太懂。这本书写的很first principle,你能通过这本书搞明白很多来龙去脉,而不是凭空出现一个东西,一个概念。如果背景知识比较足,公式推导能很快看懂的话,应该会看得很爽。如果有建议的话,可以matlab的代码搞起,代码比公式相对简单一点。
评分速览了前两部分
评分个人认为是计算神经方面里程碑一样的教材了,只是可惜一直没有中文版,不适合非专业读者的进入
Theoretical Neuroscience 2025 pdf epub mobi 电子书