Back propagation through Cross Entropy and Softmax
#maths #machinelearning #deeplearning #neuralnetworks #derivatives #gradientdescent #deeplearning #backpropagation
In this video, I will surgically dissect back-propagation through cross-entropy error function and softmax output unit.
1:38 Describing a Simple Neural Network
9:20 Numerical Example of Cross-Entropy Error Function
15:05 The Big Picture of What We are Going to Do!
17:50 Actual Back-Propagation Derivation Starts!
The link to the blog post: https://www.mldawn.com/back-propagation-with-cross-entropy-and-softmax/
You can visit our Website: https://www.mldawn.com/
You can follow us on Twitter: https://twitter.com/MLDawn2018
You can join us on Linked In: https://www.linkedin.com/in/mehran-bazargani-14b352176/
You can join us on Facebook: https://www.facebook.com/ml.dawn.3
Keep up the good work and good luck!
Видео Back propagation through Cross Entropy and Softmax канала MLDawn 2018
In this video, I will surgically dissect back-propagation through cross-entropy error function and softmax output unit.
1:38 Describing a Simple Neural Network
9:20 Numerical Example of Cross-Entropy Error Function
15:05 The Big Picture of What We are Going to Do!
17:50 Actual Back-Propagation Derivation Starts!
The link to the blog post: https://www.mldawn.com/back-propagation-with-cross-entropy-and-softmax/
You can visit our Website: https://www.mldawn.com/
You can follow us on Twitter: https://twitter.com/MLDawn2018
You can join us on Linked In: https://www.linkedin.com/in/mehran-bazargani-14b352176/
You can join us on Facebook: https://www.facebook.com/ml.dawn.3
Keep up the good work and good luck!
Видео Back propagation through Cross Entropy and Softmax канала MLDawn 2018
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