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20232026
most citedA Significantly Better Class of Activation Functions Than ReLU Like Activation Functions

2 citations · 2 across the 4 of their papers we have counts for

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cs.NE2023

Efficient Vectorized Backpropagation Algorithms for Training Feedforward Networks Composed of Quadratic Neurons

Mathew Mithra Noel, Venkataraman Muthiah-Nakarajan, Yug D Oswal

Higher order artificial neurons whose outputs are computed by applying an activation function to a higher order multinomial function of the inputs have been considered in the past,…

cs.NE2023

Alternate Loss Functions for Classification and Robust Regression Can Improve the Accuracy of Artificial Neural Networks

Mathew Mithra Noel, Arindam Banerjee, Yug Oswal +2

All machine learning algorithms use a loss, cost, utility or reward function to encode the learning objective and oversee the learning process. This function that supervises learni…