Paper Key : IRJ************793
Author: Prof. Amos R,Ms. Harshidi R Soni,Ms. Deekshitha
Date Published: 06 Nov 2024
Abstract
Neuromorphic computing, inspired by the human brain's architecture and function, offers a novel approach toartificial intelligence (AI). By mimicking the brain's parallel processing, energy efficiency, and adaptive learningcapabilities, neuromorphic systems aim to overcome the limitations of traditional von Neumann architectures.This paper delves into the fundamental principles of neuromorphic computing, exploring its key components,advantages, challenges, and potential applications. A comprehensive literature survey is conducted to identifyrecent advancements and emerging trends in the field. The paper concludes by discussing future directions andthe transformative impact of neuromorphic computing on AI.