IEEE

Parallelized CNN Architecture for Handwritten Digit Recognition on FPGA via Verilog Implementation

Abstract: This research focuses on implementing a Convolutional Neural Network based handwritten digit recognition system on an FPGA (Field Programmable Gate Array), specifically focusing on utilizing ...
IEEE

A Real-Time Deployable Attention-Driven CNN–LSTM Framework for Human Activity Recognition Using Wearable Sensor

Abstract: Human activity recognition (HAR) using wearable inertial sensors is increasingly vital for healthcare, rehabilitation, and pervasive computing. Yet, many state-of-the-art (SoTA) models rely ...