학술논문

2-D Neural Network Based on M-neurons and its Learning
Document Type
Conference
Source
2021 11th International Conference on Advanced Computer Information Technologies (ACIT) Advanced Computer Information Technologies (ACIT), 2021 11th International Conference on. :700-703 Sep, 2021
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Robotics and Control Systems
Signal Processing and Analysis
Backpropagation
Neurons
Information processing
Data mining
Convolutional neural networks
Matrix converters
Information technology
data mining
artificial neural networks
M-neuron
Language
Abstract
A matrix neuron and algorithm for its weights tuning are conceived. This neuron processes matrix input directly without its transformation to vector form. Neural networks based on it allow decreasing the number of tunable weights that increases the speed of information processing.