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Posts published in “Neural Nets”

Convolutional Arithmetic tutorial

Christoffer Björkskog 0

Here is a good tutorial explaining how convolutions work: http://deeplearning.net/software/theano_versions/dev/tutorial/conv_arithmetic.html Here is an example of a convolution with half (one) padding and stride 2

Hardware for DNN Tutorial slides

Christoffer Björkskog 0

The Energy-Efficient Multimedia Systems (EEMS) group at MIT has a Tutorial on Hardware Architectures for Deep Neural Networks. Here is the website: http://eyeriss.mit.edu/tutorial.html All Slides in one PDF. The slides…

A neural net in 30 lines of JavaScript

Christoffer Björkskog 0

This link goes to a blogpost describing a neural network and back propagation very intuitively. It also shows hot to create a very simple neural network in JavaScript in 30…

Book: Neural Networks and Deep Learning

Christoffer Björkskog 0

Here is another book on deep learning and neural nets: Neural Networks and Deep Learning by Michael Nielsen / May 2017 The other one i mentioned before is the Deep…

Hacker’s guide to Neural Networks

Christoffer Björkskog 0

The guy who wrote the convnetjs javascript library for running nerual nets in your browser or node, has this great series on his blog describing neural nets to coders that…

Introduction to Generative Adversarial Networks (GANs)

Christoffer Björkskog 0

  Read these articles: Attacking Machine Learning with Adversarial Examples Generative Adversarial Networks (GANs) in 50 lines of code (PyTorch) and then read these papers by Ian Goodfellow et al:…