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.
發表於2024-05-17
On Intelligence 2024 pdf epub mobi 電子書 下載
讀完這本書我想瞭很多(錶達不好可能有點囉嗦,歡迎交流): ~學習: 人腦工作模式: --記憶【此記憶為動詞】 --(通過已有記憶【名詞】)預測 --(與已有記憶【名詞】)比對 --鞏固或者修正記憶(這步可以理解為強化記憶,人類世界所有麻煩都來自這裏!) ——再次重復 --...
評分提到瞭一些嶄新的重要概念:存儲模式序列、自-聯想記憶、恒定錶徵等等。 大腦喜歡預測,喜歡自建一個世界的模型。
評分Jeff Hawkins 是著名的PalmPilot掌上電腦和Treo智能電話的發明人,但是他其實也是一個人工智能前沿領域的研究者。這本《On Intelligence》就是他寫於2004年的一部科普著作,講述人工智能方麵的內容。Jeff Hawkins的論調還是比較前衛的。作為一名計算機從業人員,他在書的前半部...
評分 評分提到瞭一些嶄新的重要概念:存儲模式序列、自-聯想記憶、恒定錶徵等等。 大腦喜歡預測,喜歡自建一個世界的模型。
圖書標籤: 人工智能 AI 神經科學 智能 計算機 心理學 intelligence 交互設計
I so wanted to like this book, but it's not even entertaining. one of the worse bedtime books.
評分"On Intelligence will have a big impact; everyone should read it." - James Watson
評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。
評分我總覺得adaptive filtering做下去能做到AI...而且feedback實在太重要瞭
評分作者是要模擬人腦,或者說是類腦機器。
On Intelligence 2024 pdf epub mobi 電子書 下載