Search Results for author: Varun Ranganathan

Found 2 papers, 1 papers with code

ZORB: A Derivative-Free Backpropagation Algorithm for Neural Networks

2 code implementations17 Nov 2020 Varun Ranganathan, Alex Lewandowski

Despite ongoing success, training a neural network with gradient descent can be a slow and strenuous affair.

A New Backpropagation Algorithm without Gradient Descent

no code implementations25 Jan 2018 Varun Ranganathan, S. Natarajan

In this paper, we develop an alternative to the backpropagation without the use of the Gradient Descent Algorithm, but instead we are going to devise a new algorithm to find the error in the weights and biases of an artificial neuron using Moore-Penrose Pseudo Inverse.

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