随笔分类 -  深度学习

摘要:神经进化 作者: 莫烦 编辑: 莫烦 2017-09-23 学习资料: 我制作的 什么是神经进化 动画简介 什么是遗传算法 什么是进化策略 NEAT 论文 (Evolving Neural Networks through Augmenting Topologies) OpenAI 的 Evolut 阅读全文
posted @ 2018-02-24 09:18 菜鸡一枚 阅读(533) 评论(0) 推荐(0) 编辑
摘要:整理笔记(11)—— Explaining Away的简单理解 最早在Hinton老爷子的文章里看到了explaining away这个概念,困惑了很长时间。最近在看Stanford大神Daphne Koller的概率图模型,里面贝叶斯网络一节讲到了explaining away。我看过之后试着谈谈 阅读全文
posted @ 2018-01-25 09:18 菜鸡一枚 阅读(384) 评论(0) 推荐(0) 编辑
摘要:浅谈深度学习中潜藏的稀疏表达 “王杨卢骆当时体,轻薄为文哂未休。 尔曹身与名俱灭,不废江河万古流。” — 唐 杜甫《戏为六绝句》(其二) 【不要为我为啥放这首在开头,千人千面千理解吧】 深度学习:概述和一孔之见 深度学习(DL),或说深度神经网络(DNN), 作为传统机器学习中神经网络(NN)、感知 阅读全文
posted @ 2016-06-25 18:29 菜鸡一枚 阅读(6816) 评论(0) 推荐(0) 编辑
摘要:Deep Learning in a Nutshell: Core ConceptsThis post is the first in a series I’ll be writing for Parallel Forall that aims to provide an intuitive and... 阅读全文
posted @ 2015-11-05 20:13 菜鸡一枚 阅读(358) 评论(0) 推荐(0) 编辑
摘要:Why Deep Learning Works – Key Insights and Saddle PointsA quality discussion on the theoretical motivations for deep learning, including distributed r... 阅读全文
posted @ 2015-11-04 19:13 菜鸡一枚 阅读(378) 评论(0) 推荐(0) 编辑
摘要:NEGOUT: SUBSTITUTE FOR MAXOUT UNITSMaxout [1] units are well-known and frequently used tools for Deep Neural Networks. For whom does not know, with a ... 阅读全文
posted @ 2015-10-14 19:46 菜鸡一枚 阅读(347) 评论(0) 推荐(0) 编辑
摘要:Does Deep Learning Come from the Devil?Deep learning has revolutionized computer vision and natural language processing. Yet the mathematics explainin... 阅读全文
posted @ 2015-10-10 19:10 菜鸡一枚 阅读(349) 评论(0) 推荐(0) 编辑
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posted @ 2015-09-28 20:31 菜鸡一枚 阅读(0) 评论(0) 推荐(0) 编辑
摘要:DeepMind背后的人工智能:深度学习原理初探去年11月,一篇名为《Playing Atari with Deep Reinforcement Learning》的文章被初创人工智能公司DeepMind的员工上传到了arXiv网站。两个月之后,谷歌花了4亿美元买下了DeepMind公司,而人们对这... 阅读全文
posted @ 2015-09-26 18:29 菜鸡一枚 阅读(807) 评论(0) 推荐(0) 编辑
摘要:Rolling in the Deep (Learning)Deep Learning has been getting a lot of press lately, and is one of the hottest the buzz terms in Tech these days. Just ... 阅读全文
posted @ 2015-09-12 18:33 菜鸡一枚 阅读(408) 评论(0) 推荐(0) 编辑
摘要:26 THINGS I LEARNED IN THE DEEP LEARNING SUMMER SCHOOLIn the beginning of August I got the chance to attend the Deep Learning Summer School in Montrea... 阅读全文
posted @ 2015-08-25 19:03 菜鸡一枚 阅读(420) 评论(0) 推荐(0) 编辑
摘要:Image Scaling using Deep Convolutional Neural NetworksThis past summer I interned at Flipboard in Palo Alto, California. I worked on machine learning ... 阅读全文
posted @ 2015-08-21 14:23 菜鸡一枚 阅读(715) 评论(0) 推荐(0) 编辑
摘要:Unsupervised learning, attention, and other mysteriesGet notified when our free report “Future of Machine Intelligence: Perspectives from Leading Prac... 阅读全文
posted @ 2015-08-21 14:18 菜鸡一枚 阅读(261) 评论(0) 推荐(0) 编辑
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posted @ 2015-08-18 21:06 菜鸡一枚 阅读(0) 评论(0) 推荐(0) 编辑
摘要:A beginner’s introduction to Deep LearningI amSamvitafrom the Business Team of HyperVerge. I joined the team a few months back to help out on User Gro... 阅读全文
posted @ 2015-08-04 20:15 菜鸡一枚 阅读(261) 评论(0) 推荐(0) 编辑
摘要:On Explainability of Deep Neural Networks«Learning F# Functional Data Structures and Algorithms is Out!On Explainability of Deep Neural NetworksDuring... 阅读全文
posted @ 2015-08-03 21:47 菜鸡一枚 阅读(306) 评论(0) 推荐(0) 编辑
摘要:Understanding Convolution in DeepLearningConvolution is probably the most important concept in deep learning right now. It was convolution and convolu... 阅读全文
posted @ 2015-07-29 20:43 菜鸡一枚 阅读(1140) 评论(0) 推荐(0) 编辑
摘要:The Brain vs Deep Learning Part I: Computational Complexity — Or Why the Singularity Is NowhereNearJuly 27, 2015July 27, 2015Tim DettmersDeep Learning... 阅读全文
posted @ 2015-07-29 20:40 菜鸡一枚 阅读(1126) 评论(0) 推荐(0) 编辑
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posted @ 2015-07-29 20:32 菜鸡一枚 阅读(0) 评论(0) 推荐(0) 编辑
摘要:Detecting diabetic retinopathy in eye imagesThe past almost four months I have been competing in aKaggle competition about diabetic retinopathy gradin... 阅读全文
posted @ 2015-07-29 20:06 菜鸡一枚 阅读(472) 评论(0) 推荐(0) 编辑