A New Backpropagation Algorithm without Gradient Descent

Published: Jan 25, 2018
Abstract
The backpropagation algorithm, which had been originally introduced in the 1970s, is the workhorse of learning in neural networks. This backpropagation algorithm makes use of the famous machine learning algorithm known as Gradient Descent, which is a first-order iterative optimization algorithm for finding the minimum of a function. To find a local minimum of a function using gradient descent, one takes steps proportional to the negative of the...
Paper Details
Title
A New Backpropagation Algorithm without Gradient Descent
Published Date
Jan 25, 2018
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