This paper proposes a novel Hermite neural network-based second-order sliding-mode (HNN-SOSM) control strategy for the synchronous reluctance motor (SynRM) drive system. The proposed HNN-SOSM is nonlinear vector consisting of speed loop and current loop. adopts composite controller, which composed three components: 1) standard super-twisting algorithm-based SOSM (STA-SOSM) controller achieving ...

The enhancement of Hopfield Neural Network (HNN) multiuser detector for Multicarrier CodeDivision Multiple-Access (MC-CDMA) signals in a multipath fading channel (MPF) is investigated. The previous design of HNN fails to remove Multiple-Access Interference (MAI) in a MPF channel because it is designed to work in a Gaussian channel. In this paper, we have designed a new HNN multiuser detector th...

This study proposed a hybridization of higher-order Random Boolean kSatisfiability (RANkSAT) with the Hopfield neural network (HNN) as neuro-dynamical model designed to reflect knowledge efficiently. The learning process has undergone significant changes and improvements according various types optimization problems. However, HNN is associated some limitations which include storage capacity bei...

This paper proposes a novel two-stage hypergraph-based framework, dubbed ADaptive Hypergraph Neural Network (AD-HNN) to estimate multiple human poses from single image, with keypoint localization network and an Adaptive-Pose (AP-HNN) added onto the former network. For providing better guided representations of AP-HNN, we employ Semantic Interaction Convolution (SIC) module within initial acquir...

If G is a semidirect product N oH with N finitely generated then G has the property that every finite group is a quotient of some finite index subgroup of G if and only if one of N and H has this property. This has applications to 3-manifolds; for instance for any fibred hyperbolic 3-manifold M and any finite simple group S, there is a finite cyclic cover of M whose fundamental group surjects t...

This is an exposition of examples and classes of finitely-generated groups which have uniform exponential growth. The main examples are non-Abelian free groups, semi-direct products of free Abelian groups with automorphisms having an eigenvalue of modulus distinct from 1, and Golod–Shafarevich infinite finitely-generated p-groups. The classes include groups which virtually have non-Abelian free...