Neural network, Learning, Statistical classification, Machine learning, Artificial intelligence, Perceptron

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On Sep 27, 2020
@peteskomoroch shared
RT @antgoldbloom: In 2009, @rajatraina, @manand and @AndrewYNg published a paper showing that GPUs gave a 5-72x performance boost for training deep belief networks: https://t.co/jcIea1C8z4 At the time, @nvidia had a market cap of $5B. Today, the company is worth $318B.
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Briefly, memory access requests from threads in a block are said to be coalesced if the threads access memory in sequence (i.e., the k-th thread accesses the k-th consecutive location in memory).1 When memory accesses are coalesced, the hardware can perform them in parallel for all stream ...

www.robotics.stanford.edu
On Sep 27, 2020
@peteskomoroch shared
RT @antgoldbloom: In 2009, @rajatraina, @manand and @AndrewYNg published a paper showing that GPUs gave a 5-72x performance boost for training deep belief networks: https://t.co/jcIea1C8z4 At the time, @nvidia had a market cap of $5B. Today, the company is worth $318B.
Open

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Briefly, memory access requests from threads in a block are said to be coalesced if the threads access memory in sequence (i.e., the k-th thread accesses the k-th consecutive location in ...

10 Open-Source Tools/Frameworks for Artificial Intelligence

10 Open-Source Tools/Frameworks for Artificial Intelligence

This article gives a list of ten open-source tools/frameworks for AI including TensorFlow, Apache SystemML, Caffe, Apache Mahout, Torch, Neuroph, and OpenNN

Book: Machine Learning: a Probabilistic Perspective

Book: Machine Learning: a Probabilistic Perspective

Today’s Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automa…

dbm.dvi

dbm.dvi

How to Pretrain Deep Boltzmann Machines in Two Stages Kyunghyun Cho, Tapani Raiko, Alexander Ilin, and Juha Karhunen Abstract A deep Boltzmann machine (DBM) is a recently introduced Markov ...

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Method Unit Type Architecture Error % Standard Neural Net (Simard et al., 2003) Logistic 2 layers, 800 units 1.60 SVM Gaussian kernel NA NA 1.40 Dropout NN Logistic 3 layers, 1024 units ...

Awesome-Pytorch-list

Awesome-Pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc. - bharathgs/Awesome-pytorch-list

18 Best Online Courses on Machine Learning, Deep Learning, AI and Big Data Analytics

18 Best Online Courses on Machine Learning, Deep Learning, AI and Big Data Analytics

Machine Learning (ML), Artificial intelligence (AI) and Analytics are growing exponentially and reshaping our lives. The emergence of artificial intelligence (AI) has played a key part in ...