This was covered in Hinton's marvellous Coursera course btw. (Which also introduced rmsprop in passing)
Hinton’s Coursera Course Introduces RMSprop Algorithm
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This was covered in Hinton's marvellous Coursera course btw. (Which also introduced rmsprop in passing)