A brain tumour is one of the major reasons for death in humans, and it is the tenth most
common type of tumour that affects people of all ages. However, if detected early, it is one of …

Cancer of the brain is most common in the elderly and young and can be fatal in both. Brain
tumours can heal better if they are diagnosed and treated quickly. When it comes to …

In practice, the object detection algorithm is limited by a complex detection environment,
hardware costs, computing power, and chip running memory. The performance of the …

Introduced in the late 1980s for generalization purposes, pruning has now become a staple
for compressing deep neural networks. Despite many innovations in recent decades …

This research is aimed to detect defects on the surface of the fabric and deep learning model
optimization. Since defect detection cannot effectively solve the fabric with complex …

Recent advancements in neuroimaging have led to greater data sharing among the
scientific community. However, institutions frequently maintain control over their data, citing …

Convolutional neural networks (CNNs) have achieved tremendous success in solving
complex classification problems. Motivated by this success, there have been proposed …

Reconfigurable processor-based acceleration of deep convolutional neural network (DCNN)
algorithms has emerged as a widely adopted technique, with particular attention on sparse …