Vector quantization using k‐means clustering neural network

• Published in: Electronics letters Vol. 59; no. 7
• Main Authors: Im, Sio‐Kei, Chan, Ka‐Hou
• Format: Journal Article
• Language: English
• Published: Stevenage John Wiley & Sons, Inc 01.04.2023; Wiley
• Subjects: Algorithms; Artificial neural networks; Clustering; Data mining; Deep learning; Information theory; Machine learning; neural nets; Neural networks; Parameter modification; pattern clustering

Vector Quantization (VQ) is a clustering problem in the fields of signal processing, source coding, information theory etc. Taking advantage of recent advances in the field of deep neural networks, this paper investigates the performance between VQ clustering problems and deep neural networks. A k‐m...