Naveen Kumar

Neuromorphic Computing for Ultra-Low-Power Intelligent Systems: Architectures, Learning Paradigms, Applications, and Emerging Challenges

The rapid expansion of artificial intelligence (AI) into edge devices, autonomous systems, intelligent sensors, robotics, healthcare platforms, and pervasive Internet-of-Things environments has exposed fundamental limitations in conventional computing architectures. Although contemporary deep neural networks achieve re...