发表于2024-08-26
Deep Learning 2024 pdf epub mobi 电子书
图书标签: 机器学习 NN ML CS AI 2016
Although the ability to retain, process, and project prior experience onto future situations is indispensable, the human mind also possesses the ability to override experience and adapt to changing circumstances. Cognitive scientist Stellan Ohlsson analyzes three types of deep, non-monotonic cognitive change: creative insight, adaptation of cognitive skills by learning from errors, and conversion from one belief to another, incompatible belief. For each topic, Ohlsson summarizes past research, re-formulates the relevant research questions, and proposes information-processing mechanisms that answer those questions. The three theories are based on the principles of redistribution of activation, specialization of practical knowledge, and re-subsumption of declarative information. Ohlsson develops the implications of those mechanisms by scaling their effects with respect to time, complexity, and social interaction. The book ends with a unified theory of non-monotonic cognitive change that captures the abstract properties that the three types of change share.
对于初学者简直没有任何用处,从头到尾叙述创新的意识由来,介绍很多人的工作,相当于一篇综述,但看上去根专著一样,鉴于作者的大名,害得我看了两天还以为能得到什么实质性的指导,谁知道那么水!
评分看了楼上评论我就不看了
评分amazon 1星,原文评价:There not much substance in this book for people in the artificial intelligence area,500多页的书,不看了
评分看了楼上评论我就不看了
评分标签都错了。。这本书是从认知科学的角度解释人类思维的转变机制的。跟机器学习和CS关系不大。通过阅读可以看出作者知识储备非常丰富,对自己理论的讲解深入浅出,三个微理论也很具有启发意义。
Deep Learning 2024 pdf epub mobi 电子书