Energy-Efficient VLSI Design for AI-Based Embedded Systems

Abstract

The rapid advancement of artificial intelligence (AI) technologies has significantly increased their integration into embedded systems, enabling smarter and more autonomous devices. Applications such as edge computing, Internet of Things (IoT), wearable devices, and real-time monitoring systems demand high computational capability within limited power and area constraints. This creates a critical need for energy-efficient hardware solutions, particularly in the field of Very Large-Scale Integration (VLSI) design.