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cs.CV2023★ 1 cited

Deep Axial Hypercomplex Networks

Nazmul Shahadat, Anthony S. Maida

Over the past decade, deep hypercomplex-inspired networks have enhanced feature extraction for image classification by enabling weight sharing across input channels. Recent works m…

cs.CV2023

Enhancing ResNet Image Classification Performance by using Parameterized Hypercomplex Multiplication

Nazmul Shahadat, Anthony S. Maida

Recently, many deep networks have introduced hypercomplex and related calculations into their architectures. In regard to convolutional networks for classification, these enhanceme…