DEEP LEARNING: Methods and Applications - Microsoft Research

http://research.microsoft.com/apps/pubs/default.aspx?id=209355

Abstract

This book is aimed to provide an overview of general deep learning methodology and its applications to a variety of signal and information processing tasks.

強化学習をベイズで理解する

https://www.sat.t.u-tokyo.ac.jp/~mak/20140319-makino.pdf

Learning a Deep Convolutional Network for Image Super-Resolution

http://mmlab.ie.cuhk.edu.hk/projects/SRCNN.html

Test code for SRCNN

SRCNN のソースコードがある。

[1501.00092] Image Super-Resolution Using Deep Convolutional Networks

http://arxiv.org/abs/1501.00092

The mapping is represented as a deep convolutional neural network (CNN) that takes the low-resolution image as the input and outputs the high-resolution one.

畳み込みニューラルネットを使って、低解像度の画像を入力して高解像度の画像を出力する。