The Deep Learning Revolution pdf epub mobi txt 電子書下載 2024

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Terrence J. Sejnowski

MIT

2018-6-22

280

$27.95

Hardcover

9780262038034

圖書標籤: 人工智能 MIT AI learning Psychologia Deep 數學和計算機 2019

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发表于2024-11-25

The Deep Learning Revolution epub 下載 mobi 下載 pdf 下載 txt 電子書下載 2024

The Deep Learning Revolution pdf epub mobi txt 電子書下載 2024

圖書描述

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 下載 mobi epub pdf txt 電子書

著者簡介

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).

圖書目錄

The Deep Learning Revolution pdf epub mobi txt 電子書下載

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用戶評價

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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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god damn crazy, wonderful articles!respect!

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與其說這本書迴顧瞭半個多世紀來深度學習的發展，不如說這是一本深度學習和腦神經科學的科普書。深度學習涉及的每個領域基本都介紹瞭，當然部分章節不是特彆深入，比如第十七章關於 NLP 的內容。總體來說，是一本非常棒的科普書，適閤快速瞭解 AI 再過去半個多世紀的發展曆程。讀完再也不會被一知半解的媒體忽悠瞭。

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