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 sefiks.com
Step Function as a Neural Network Activation Function - Sefik Ilkin Serengil
| | serengil.wordpress.com
Sigmoid Function as Neural Network Activation Function - Sefik Ilkin Serengil
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| | Sigmoid function (aka logistic function) is moslty picked up as activation functionin neural networks.Because its derivative is easy to demonstrate. It produces output in scale of [0 ,1] whereas input is meaningful between [-5, +5]. Out of this range produces same outputs.In this post, we'll mention the proof of the derivative calculation. Sigmoid function is...
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Supervised Learning: Neural Networks
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| | That one time we tried to emulate our brains with computer chips
| | adl1995.github.io
An overview of activation functions used in neural networks
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| | saturncloud.io
Speeding up Neural Network Training With Multiple GPUs and Dask | Saturn Cloud Blog
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| By combining Dask and PyTorch you can easily speed up training a model across a cluster of GPUs. But how much of a benefit does that bring? This blog post finds out!