Self-Competitive Neural Networks

I Saberi, F Faghih - Advances in Visual Computing: 15th International …, 2020 - Springer
… Deep Neural Networks (DNNs) have improved … Self-Competitive Neural Network (SCNN).
To generate such samples, we pose the problem as an optimization task, where the network

Identification of coal and gangue by self-organizing competitive neural network and SVM

H Liang, H Cheng, T Ma, Z Pang… - … on Intelligent Human …, 2010 - ieeexplore.ieee.org
… Because self-organizing competitive neural network is an unsupervised self-competitive
algorithm, there is no need to train the network. So, only the testing samples are needed to put …

Automated design of multipass heuristics for resource-constrained job scheduling with self-competitive genetic programming

S Nguyen, D Thiruvady, M Zhang… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
SELF-COMPETITIVE GENETIC PROGRAMMING Multipass heuristics are a straightforward
… To cope with these challenges, we proposed a self-competitive GP (SCGP) algorithm to …

Self-competitive Hindsight Experience Replay with Penalty Measures.

W Zihao, Q Xuezhong, S Wei - Journal of Frontiers of …, 2024 - search.ebscohost.com
Self-competitive hindsight experience replay (SCHER) is an improved strategy proposed
based on the hindsight experience replay (HER) algorithm. The HER algorithm generates …

Self-competition Particle Swarm Optimization Algorithm for the Vehicle Routing Problem with Time Window

Y Wang, X Chen, Z Shuang, Y Zhan, K Chen… - IEEE Access, 2024 - ieeexplore.ieee.org
… problems, this paper proposes an algorithm called Self-competitive Particle Swarm Optimization
(ScPSO). ScPSO employs a particle self-competitive learning strategy to control particle …

Neural competitive structures for segmentation based on motion features

J Díaz, S Mota, E Ros, G Botella - … Artificial and Natural Neural Networks …, 2003 - Springer
… The CL has the configuration of a self-competitive layer, so the collector neuron that receives
the maximum stimulus in its spatial influence area (bottom framed zone with continuous …

Motion-driven segmentation by competitive neural processing

S Mota, E Ros, J Díaz, EM Ortigosa, A Prieto - Neural Processing Letters, 2005 - Springer
… Motion-driven scene segmentation using neural networks has been addressed by several
… of this CL neuron. The CL is configured as a self-competitive layer: the collector neuron that …

[PDF][PDF] Quantitative Analysis of Important Parameters of Securities Based on Neural Network Algorithm

MJ Dong, JM Zhu, RX Xu, CL Wang - International Journal of Computational … - acadpubl.com
… results based on self-competitive neural networks are different … The classification based on
the selfcompetitive neural network … 3 Classification based on self-competitive neural network

Clustering noisy data by a principal feature extraction unsupervised neural network

F Vacca, E Chiarantoni - … Joint Conference on Neural Networks …, 1998 - ieeexplore.ieee.org
network is a single nc:ural centroid in a multichlster data set. The NUSD operate according
to the following "self - competitive" learning equation. Given a sample 2 EX , obtained …

Deep Explainability: Spin-Geometrical Neural Meta-Structures

S Karamintziou, G Meditskos, D Ntioudis… - arXiv preprint arXiv …, 2023 - arxiv.org
… INTRODUCTION Advantages of quantum neural networks over their … neural meta-architecture
(ANMA) to account for a broader class of multidimensional and inherently selfcompetitive