K. Anusudha

Event-Driven Neuromorphic AI for Brain Tumor Classification: A CNN–SNN Framework with Hardware Validation

Classifying brain tumors using magnetic resonance imaging (MRI) is a crucial medical image processing problem; however, deployment on platforms with limited resources is limited by the computational expense of traditional deep learning models. Convolutional neural network (CNN) feature extraction, spike encoding, spiki...