Supporters

ニューラルネットワークと深層学習

What this book is about

On the exercises and problems

ニューラルネットワークを用いた手書き文字認識

逆伝播の仕組み

ニューラルネットワークの学習の改善

ニューラルネットワークが任意の関数を表現できることの視覚的証明

ニューラルネットワークを訓練するのはなぜ難しいのか

Deep learning

Acknowledgements

Frequently Asked Questions


Sponsors


Resources

著者と共にこの本を作り出してくださったサポーターの皆様に感謝いたします。

Anonymous Ivan Adanja Kartik Agaram
Gui Ambros Brent J. Anderson Bennett Andrews
Philip H. Austin Kyrylo Azhytskyi Darius Bacon
Miëtek Bak Thomas W. Ballinger Pascal Belloncle
Nelson Batalha Richard Baxter Maxim Baz
Philippe Beaudoin Marco Beri Ariel Berwaldt
John Biesnecker Mark Bloore Paul Bloore
Aaron Paul Blossom David Bonner Leila Boujnane
Charles Brauer Harrison Brown Simon D. Burton
Nathan Campbell Maria Del Carmen Anyo Trey Causey
Alex Chamberlain John Chaussard Nikolay Chenkov
John Chia Cheng kong Chit Matias Varnum Christensen
Aaron Clauset Dominic Cooney Sidney Cox
Dominic Cummings Paulo Darocha Christopher Dawson
George Dean Hendrik Demolder Alexander v Dijk
Weiguang (Gavin) Ding Amy Dodd James K. Doherty
Michael J. Douglas Daniel George Drumea Igor Dzreyev
Jeff Elmore Mark England Brian Eoff
Geoff Ericksson Daniel Fernandes Chris Ferrie
Ivo Flipse Jelle Foks Mardini Fouad
Rod Frey Curtis Frye Manoel Galdino
Senthil Gandhi Inmar Givoni Jeffrey Gold
Vojimir Golem Christopher Granade Ilya Grigorik
Steven Grimm Joel Grus Miki Habryn
Ward M. Haggard Russell Hanson Kathryne Hawthorne
Frank Hecker Pablo Loyola Heufemann Jens Christian Hillerup
Isaac A. Hodes J. Paul Hoest Jordan Holcombe
Juan Rodriguez Hortala Steve Houghton Tommi Hovi
Jeremy Howard Tatsuya Ishihara Paweł Jacewicz
Amit Jain Damian Jordan Victor Joukov
Guilherme Juraszek Erkin Kanlioglu Bart Kastermans
Jason Kelly Alasdair K. King SGJ Kockelkoren
Douglas Kratky Charles Krempeaux Dragisa Krsmanovic
Jason Kyle Samuel Lampa Michael Lachanski
Alex Lang Ethan Langevin Elmar Langholz
Christian Langreiter Eugene Lazutkin Jimmy Lee
Matthew Leifer Daniel Lemire Fuzz Leonard
Anselm Levskaya Joseph Lewis Jian Liang
Greg Linden Chris Lintott Baiyang Liu
James Lloyd Tobias Lohse Damien Loïc
Sergey Lymar Gholson J. Lyon James McCoy
Brent McWatters Jean Maillard Benoit Maison
Vito Mandorino Stephen Marney Maurice Mauser
Spyridon Michalakis Florian Minges Melanie Mitchell
Takashi Miyazaki Nathan Mosher Mike Murray
Aditiyaa Nagarajan Sandeep Nayak Alexandru Nedel
Eric Amir Nichols Ken Nickerson Kate Nielsen
Wendy Nielsen Michael Noll-Hussong Antonio Macias Ojeda
Nicholas O'Neill Tom Parslow Joan Puigcerver i Perez
Juan Carlos Kuri Pinto Uffe V. Poulsen Brian Du Preez
Sujith Radhakrishna Hannu Rajaniemi Rahul Ravu
Julien Rebetez Dave Revell Brendan Rogers
Konstantin Root Peter Rudenko Cody Russell
Michael Russo Ross Ryder Arthur Safira
Josep Saldaña Christopher Sammon Andrés G. Saravia
Kathryn Schmitt Maximilian Schoefmann Tim Schröder
John D. Schulman David Schwab Jan Sedlák
Satish Shankar Gareth Shepherd Makimoto Shimpei
Ekaterina Shmeleva Keith Siilats Christopher Silvia
Leif-Gerrit Singer Harkanwal Singh Rajob K. Singh
John Skarha Arfon Smith Mark Smith
Ezekiel Smithburg Xavier Snelgrove Robert Solovay
Matthew Sottile Chris Squibb Helge Stahlmann
Jan Stette John Stockton Wim Stubbe
Timo Sulg Dave Sullivan Daniel Suo
James Tauber Oskar Thorén Ben Toner
Luke Toop Christian Tschanz Peter Tutelaers
Matthew Trentacoste Alexander van Dijk Gregg Vesonder
Ricardo Vidal Wai Keen Vong Will Walmsley
Georg Walther Matt Wells Karijn Wessing
Ryan Whitnah Nick Williamson Brett Witty
Charles Wooters Yusuke Yambe Artem Yankov
Doron Yotam Benjamin Sichit Yu Zolmeister