傑夫·霍金斯(Jeff Hawkins),成功的計算機工程師和企業傢,掌上型電腦PalmPilot、智能電話Treo等産品的發明人。他創建瞭兩傢大名鼎鼎的公司——Palm Computin和Handspring,成立瞭緻力於對記憶和認知研究的“紅杉”神經係統科學研究所,同時,也是Cold Spring Harbor實驗室科學委員會的一名成員。
最後,霍金斯及其閤夥人又宣布成立Numenta(源自拉丁語,意為“頭腦”)公司,旨在把《人工智能的未來》一書中關於大腦的理論轉化為實用技術。
桑德拉·布拉剋斯莉(Sandra Blakeslee),《紐約時報》科普專欄作傢,著有多部暢銷科普作品。
From the inventor of the PalmPilot comes a new and compelling theory of intelligence, brain function, and the future of intelligent machines
Jeff Hawkins, the man who created the PalmPilot, Treo smart phone, and other handheld devices, has reshaped our relationship to computers. Now he stands ready to revolutionize both neuroscience and computing in one stroke, with a new understanding of intelligence itself.
Hawkins develops a powerful theory of how the human brain works, explaining why computers are not intelligent and how, based on this new theory, we can finally build intelligent machines.
The brain is not a computer, but a memory system that stores experiences in a way that reflects the true structure of the world, remembering sequences of events and their nested relationships and making predictions based on those memories. It is this memory-prediction system that forms the basis of intelligence, perception, creativity, and even consciousness.
In an engaging style that will captivate audiences from the merely curious to the professional scientist, Hawkins shows how a clear understanding of how the brain works will make it possible for us to build intelligent machines, in silicon, that will exceed our human ability in surprising ways.
Written with acclaimed science writer Sandra Blakeslee, On Intelligence promises to completely transfigure the possibilities of the technology age. It is a landmark book in its scope and clarity.
Jeff Hawkins 是著名的PalmPilot掌上电脑和Treo智能电话的发明人,但是他其实也是一个人工智能前沿领域的研究者。这本《On Intelligence》就是他写于2004年的一部科普著作,讲述人工智能方面的内容。Jeff Hawkins的论调还是比较前卫的。作为一名计算机从业人员,他在书的前半部...
評分通过分析大脑的工作原理,提出心智(人工智能)的实现方式,虽然只有部分证据有生物学实验支撑,很多内容只是基于作者假设,但真的很有说服力,最后还做出了一些有见地、很明确的呼吁和预言。 全书的干货是在第六章,恒定表征产生模式(抽象),大脑层级结构与现实世界完美对应...
評分因为进化的结果提供了无限试错的经验,可以节省很多时间去重新探索。 there are four attributes of neocortical memory that are fundamentally different from computer memory: • The neocortex stores sequences of patterns. • The neocortex recalls patterns a...
評分通过分析大脑的工作原理,提出心智(人工智能)的实现方式,虽然只有部分证据有生物学实验支撑,很多内容只是基于作者假设,但真的很有说服力,最后还做出了一些有见地、很明确的呼吁和预言。 全书的干货是在第六章,恒定表征产生模式(抽象),大脑层级结构与现实世界完美对应...
All brain activities are just patterns
评分在《生成語法理論》小組寫瞭點感想
评分我總覺得adaptive filtering做下去能做到AI...而且feedback實在太重要瞭
评分單一算法假設和以預測為核心對智能這個概念進行瞭重新定義,非常好的思路。另外值得一提的是,這本書就是讓Andrew Ng開始搞deep learning的原因之一。
评分相信很多人是因為它去讀EE/bio的
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