The Deep Learning Revolution 在線電子書 圖書標籤: 人工智能 MIT AI learning Psychologia Deep 數學和計算機 2019
發表於2024-06-29
The Deep Learning Revolution 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024
god damn crazy, wonderful articles!respect!
評分Nice overall coverage and cadence. Machine learning, neuroscience, psychology and education all converged here.
評分超級硬核的一本書,作者是一個轉行Neuroscience關注AI領域的物理學傢,主要介紹Neuroscience和Deeplearning結閤的幾個研究領域,雖然有幾個算法還有芯片那一部分沒特彆弄懂,但是總體來說非常開闊眼界,獲得新知。“Nature/ evolution is cleverer than we are”,AI發展獲得巨大進步主要還是依靠研究大腦的工作原理,從而進行算法模擬,真道法自然。看完之後對brain function 好上頭。
評分還可以
評分還可以
Terrence J. Sejnowski holds the Francis Crick Chair at the Salk Institute for Biological Studies and is a Distinguished Professor at the University of California, San Diego. He was a member of the advisory committee for the Obama administration's BRAIN initiative and is President of the Neural Information Processing (NIPS) Foundation. He has published twelve books, including (with Patricia Churchland) The Computational Brain (25th Anniversary Edition, MIT Press).
How deep learning -- from Google Translate to driverless cars to personal cognitive assistants -- is changing our lives and transforming every sector of the economy.
The deep learning revolution has brought us driverless cars, the greatly improved Google Translate, fluent conversations with Siri and Alexa, and enormus profits from automated trading on the New York Stock Exchange. Deep learning networks can play poker better than professional poker players and defeat a world champion at Go. In this book, Terry Sejnowski explains how deep learning went from being an arcane academic field to a disruptive technology in the information economy.
Sejnowski played an important role in the founding of deep learning, as one of a small group of researchers in the 1980s who challenged the prevailing logic-and-symbol based version of AI. The new version of AI Sejnowski and others developed, which became deep learning, is fueled instead by data. Deep networks learn from data in the same way that babies experience the world, starting with fresh eyes and gradually acquiring the skills needed to navigate novel environments. Learning algorithms extract information from raw data; information can be used to create knowledge; knowledge underlies understanding; understanding leads to wisdom. Someday a driverless car will know the road better than you do and drive with more skill; a deep learning network will diagnose your illness; a personal cognitive assistant will augment your puny human brain. It took nature many millions of years to evolve human intelligence; AI is on a trajectory measured in decades. Sejnowski prepares us for a deep learning future.
《深度学习》是AI传奇人物特伦斯的一本准回忆录。特伦斯和Hinton一起发明了玻尔兹曼机,帮助神经网络社区走出1980年代的寒冬。他又是NIPS的主席。作为行业顶级会议,NIPS对AI的发展方向有着举足轻重的影响。因此,我们能从这本书中看到AI的真实发展历程。 从技术方面,这本书对...
評分当下,人工智能已经成为新一轮产业变革的核心驱动力,在全球范围内蓬勃兴起,正在深刻改变人们的生产生活方式,对世界经济、社会进步和人类生活产生极为深远的影响。掀起这股变革大潮的,正是大名鼎鼎的深度学习技术。这项技术可以追溯到人工智能诞生的20世纪50年代,虽然经历...
評分这是一本优秀的深度学习发展历程科普书!人工智能的历史说长不长,但说短也不短,上世纪五十年代至今,却历经一波三折!书中介绍了很多人工智能发展过程中的重要突破,一路坎坷到如今当下最火热的研究方向,离不开众多科研人员的孜孜探索。本书讲述了许多对今天深度学习发展有...
評分作者是深度学习领域的领军人物,本书可以算是作者写的人工智能简史,涉及到作者参与的一些项目,作者跟许多业内知名科学家都有学术交往。 书中涉及到一些人工智能算法的基本原理,没学过高数、没有编程基础的读者恐怕是比较难看懂的。不过看不懂可以跳过去,至少一些学术发展的...
評分文 / 董小琳 前几天,在微博上看到这样一则新闻: 回想起自己,曾经夹着三支笔抄作业的情景。不得不说,生在触屏时代的孩子们,简直太幸福了。 那么,在羡慕之余,不知你是否发现了:近两年兴起的人工智能,在成人眼中,是“抢饭碗”的威胁。可到了小朋友那里,却自然地变成了...
The Deep Learning Revolution 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024