The Deep Learning Revolution 2024 pdf epub mobi 电子书

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The Deep Learning Revolution 2024 pdf epub mobi 电子书著者简介

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).

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发表于2024-05-16

The Deep Learning Revolution 2024 pdf epub mobi 电子书

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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...

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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...

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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...

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出版者:MIT

作者:Terrence J. Sejnowski

出品人:

页数:280

译者:

出版时间:2018-6-22

价格:$27.95

装帧:Hardcover

isbn号码:9780262038034

丛书系列:

图书标签: 人工智能 MIT AI learning Psychologia Deep 数学和计算机 2019

The Deep Learning Revolution 2024 pdf epub mobi 电子书图书描述

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.

The Deep Learning Revolution 2024 pdf epub mobi 电子书

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The Deep Learning Revolution 2024 pdf epub mobi 用户评价

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Nice overall coverage and cadence. Machine learning, neuroscience, psychology and education all converged here.

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超级硬核的一本书，作者是一个转行Neuroscience关注AI领域的物理学家，主要介绍Neuroscience和Deeplearning结合的几个研究领域，虽然有几个算法还有芯片那一部分没特别弄懂，但是总体来说非常开阔眼界，获得新知。“Nature/ evolution is cleverer than we are”，AI发展获得巨大进步主要还是依靠研究大脑的工作原理，从而进行算法模拟，真道法自然。看完之后对brain function 好上头。

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"Neural nets are often too complex to explain their decisions in relatable terms, they can perpetuate social discrimination if trained on biased data, and they can be used for autonomous weapons that might become trigger-happy. Granted, humans are also opaque, unfair and ornery."

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Nice overall coverage and cadence. Machine learning, neuroscience, psychology and education all converged here.

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The Deep Learning Revolution 2024 pdf epub mobi 电子书