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05/27/2023
A Hybrid Quantum-Classical Approach based on the Hadamard Transform for the Convolutional Layer
In this paper, we propose a novel Hadamard Transform (HT)-based neural n...
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03/13/2023
Orthogonal Transform Domain Approaches for the Convolutional Layer
In this paper, we propose a set of transform-based neural network layers...
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12/20/2022
Normalized Stochastic Gradient Descent Training of Deep Neural Networks
In this paper, we introduce a novel optimization algorithm for machine l...
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11/15/2022
DCT Perceptron Layer: A Transform Domain Approach for Convolution Layer
In this paper, we propose a novel Discrete Cosine Transform (DCT)-based ...
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10/03/2022