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Hinton:深度学习的近期进展
Recent Developments in Deep Learning
AI 翻译,未经编辑审核
讲什么
Hinton 介绍深度信念网络,从无标签数据逐层学习表征,并以乘法交互扩展网络。
HN 网友推荐理由
HN 网友推荐理由:是先行者对早期深度学习容易观看的介绍,也让一些观众深受震撼。
摘要与推荐理由由 HackerTube 用 AI 生成,大榕 AI 翻译整理,未经编辑审核。
视频数据来源:HackerTube(https://hackertube.org),基于 Hacker News 社区推荐整理,依 ODC-By 1.0(https://opendatacommons.org/licenses/by/1-0/)许可使用。筛选与中文整理:大榕 darong.ai。
展开英文原文字段
Title
Recent Developments in Deep Learning
Summary
Geoff Hinton's 2010 Google Tech Talk on deep belief networks, learning layers of representation one at a time from unlabeled data, and extending them with multiplicative interactions.
Why HN
Cited as a watchable early introduction to deep learning from its pioneer, and remembered as a mind-blowing moment in the field.
Primary topic
deep belief networks