2 papers
cs.NE2025
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.NE2024
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…