Adaptive Pruning of Convolutional Neural Network

S. Ahmadluei; K. Faez; B. Masoumi

Volume 11, Issue 1 , January 2023, , Pages 53-67

https://doi.org/10.22044/jadm.2022.12337.2380

Abstract
  Deep convolutional neural networks (CNNs) have attained remarkable success in numerous visual recognition tasks. There are two challenges when adopting CNNs in real-world applications: a) Existing CNNs are computationally expensive and memory intensive, impeding their use in edge computing; b) there ...  Read More

Diagnosis of Multiple Sclerosis Disease in Brain MRI Images using Convolutional Neural Networks based on Wavelet Pooling

A. Alijamaat; A. Reza NikravanShalmani; P. Bayat

Volume 9, Issue 2 , April 2021, , Pages 161-168

https://doi.org/10.22044/jadm.2021.9783.2109

Abstract
  Multiple Sclerosis (MS) is a disease that destructs the central nervous system cell protection, destroys sheaths of immune cells, and causes lesions. Examination and diagnosis of lesions by specialists is usually done manually on Magnetic Resonance Imaging (MRI) images of the brain. Factors such as small ...  Read More