My Explorations Into Deep Learning

Apr 29, 2019

Weight Initialization in Neural Network

https://becominghuman.ai/priming-neural-networks-with-an-appropriate-initializer-7b163990ead

https://medium.com/usf-msds/deep-learning-best-practices-1-weight-initialization-14e5c0295b94

https://towardsdatascience.com/weight-initialization-techniques-in-neural-networks-26c649eb3b78

https://towardsdatascience.com/weight-initialization-in-neural-networks-a-journey-from-the-basics-to-kaiming-954fb9b47c79

https://hackernoon.com/how-to-initialize-weights-in-a-neural-net-so-it-performs-well-3e9302d4490f

https://machinelearningmastery.com/why-initialize-a-neural-network-with-random-weights/

https://intoli.com/blog/neural-network-initialization/

http://cs231n.github.io/neural-networks-2/

https://arxiv.org/pdf/1502.01852.pdf

https://www.aclweb.org/anthology/D17-1201

https://www.reddit.com/r/MachineLearning/comments/2qsje7/how_do_you_initialize_your_neural_network_weights/

http://neuralnetworksanddeeplearning.com/chap3.html

http://www.telesens.co/2018/04/09/initializing-weights-for-the-convolutional-and-fully-connected-layers/

https://arxiv.org/pdf/1511.06422.pdf

https://www.coursera.org/lecture/deep-neural-network/weight-initialization-for-deep-networks-RwqYe

https://arxiv.org/abs/1704.08863

https://stats.stackexchange.com/questions/47590/what-are-good-initial-weights-in-a-neural-network

https://www.reddit.com/r/MachineLearning/comments/2qsje7/how_do_you_initialize_your_neural_network_weights/

Posted by Peter Teoh

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