ChaosNet: A chaos based artificial neural network architecture for classification

Inspired by chaotic firing of neurons in the brain, we propose ChaosNet—a novel chaos based artificial neural network architecture for classification tasks. ChaosNet is built using layers of neurons, each of which is a 1D chaotic map known as the Generalized Luröth Series (GLS) that has been shown i...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Chaos (Woodbury, N.Y.) N.Y.), 2019-11, Vol.29 (11), p.113125-113125
Hauptverfasser:	Balakrishnan, Harikrishnan Nellippallil, Kathpalia, Aditi, Saha, Snehanshu, Nagaraj, Nithin
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial neural networks Classification Cryptography Machine learning Neural networks Neurons Training
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!