Neuro-Inspired Computing: Connecting AI and Neuroscience
Vaithianathan Geetha, C.K. Gomathy, P N S S Manohara Sarma, P Naveen · International Journal of Multidisciplinary Research in Science, Engineering and Technology. · 2025
Neuro-inspired computing, also referred to as neuromorphic computing, focuses on emulating the intricate functions of the human brain in computational frameworks. By applying neuroscience concepts, researchers aim to develop artificial intelligence (AI) systems that exhibit adaptive learning, real-time processing, and energy efficiency. This article explores the fundamental principles of neuro-inspired computing, its applications in fields such as robotics and healthcare, and the innovations driving progress in this discipline. It also discusses the challenges faced, including the complexity of biological systems and the need for interdisciplinary collaboration, while outlining potential future developments that could revolutionize multiple sectors.