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
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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
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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
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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...
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摘要：Why Deep Learning Works – Key Insights and Saddle PointsA quality discussion on the theoretical motivations for deep learning, including distributed r...
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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 ...
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摘要：Does Deep Learning Come from the Devil?Deep learning has revolutionized computer vision and natural language processing. Yet the mathematics explainin...
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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...
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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 ...
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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...
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摘要：Image Scaling using Deep Convolutional Neural NetworksThis past summer I interned at Flipboard in Palo Alto, California. I worked on machine learning ...
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摘要：Unsupervised learning, attention, and other mysteriesGet notified when our free report “Future of Machine Intelligence: Perspectives from Leading Prac...
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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...
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摘要：On Explainability of Deep Neural Networks«Learning F# Functional Data Structures and Algorithms is Out!On Explainability of Deep Neural NetworksDuring...
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摘要：Understanding Convolution in DeepLearningConvolution is probably the most important concept in deep learning right now. It was convolution and convolu...
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The Brain vs Deep Learning Part I: Computational Complexity — Or Why the Singularity Is Nowhere Near
摘要：The Brain vs Deep Learning Part I: Computational Complexity — Or Why the Singularity Is NowhereNearJuly 27, 2015July 27, 2015Tim DettmersDeep Learning...
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摘要：Detecting diabetic retinopathy in eye imagesThe past almost four months I have been competing in aKaggle competition about diabetic retinopathy gradin...
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