A novel non-linear neuron model based on multiplicative aggregation in quaternionic domain

S Kumar, RK Singh, A Chaudhary - Complex & Intelligent Systems, 2023 - Springer
The learning algorithm for a three-layered neural structure with novel non-linear
quaternionic-valued multiplicative (QVM) neurons is proposed in this paper. The computing …

QSRNet: towards quaternion-based single image super-resolution

SK KM, SP Rao, K Panetta… - … Image Exploitation and …, 2022 - spiedigitallibrary.org
Single-image super-resolution (SISR), which maps a low-resolution observation to a high-
resolution image, has been extensively utilized in various computer vision applications. With …