Advances in computational intelligence and robotics book series, Journal Year: 2024, Volume and Issue: unknown, P. 189 - 206

Published: Oct. 4, 2024

Neuromorphic research seeks to incorporate artificial intelligence (AI) techniques, specifically neural networks, into hardware that accurately replicates the highly dispersed character of these bioinspired designs. This chapter covers an analysis various learning methods used in Computing. It also compares its key components, principles, implementation details, and applications. additionally addresses this article provides overview fundamental concepts operational including neurons, activation function, feed-forward networks. evaluates performance techniques terms their usefulness, computation complexity, energy consumption. Furthermore, examines advantages constraints AI designs, providing a comprehensive review progress uses computer systems.

Language: Английский