Deep learning

Deep Learning
Deterministic Neural Networks
Zhirong Wu
http://vision.princeton.edu/courses/COS598/2014sp/slides/lecture05_cnn/lecture05_cnn.pdf

from:
COS598C Spring 2014: Scene Understanding

MIT Technology Review: 10 Breakthrough Technologies 2013

see also:
In the beginning was the code: Juergen Schmidhuber
TEDxUHasselt, 2013
https://www.youtube.com/watch?v=T1Ogwa76yQo

http://en.wikipedia.org/wiki/Deterministic_algorithm

Stochastic neural networds
http://neuron.eng.wayne.edu/tarek/MITbook/chap8/8_3.html

An approach to predicting non-deterministic neural network behavior
2005
http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=1556389&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D1556389

Non-Deterministic Learning Dynamics in Large Neural Networks due to Structural Data Bias (2000)
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.31.9712

Nondeterministic Discretization of Weights Improves Accuracy of Neural Networks
Marcin Wojnarski

https://medium.com/backchannel/the-deep-mind-of-demis-hassabis-156112890d8a

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