A new Neuro-Fuzzy Inference System with Dynamic Neurons (NFIS-DN) for system identification and time series forecasting

A new Neuro-Fuzzy Inference System with Dynamic Neurons or NFIS-DN is presented here for discrete time dynamic system identification and time series forecasting problems. The proposed dynamic system based neuron, referred to as Dynamic Neuron (DN) is realized by a discrete-time nonlinear state-space...

Full description

Bibliographic Details

Published in:	Applied soft computing Vol. 82; p. 105567
Main Authors:	Samanta, S., Suresh, S., Senthilnath, J., Sundararajan, N.
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.09.2019
Subjects:	Backpropagation Dynamic neuron Fuzzy system Recurrent neural network Self-regulated learning Backpropagation Self-regulated learning Fuzzy system Recurrent neural network Dynamic neuron
ISSN:	1568-4946, 1872-9681
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!