Keyword

competitive learning

Description: Competitive learning is an unsupervised neural-network method in which processing units compete to represent input patterns or features.

Primary topic: Neural Networks and Applications (27%)

Wikidata ID: wiki/Q5156355

OpenAlex ID: keywords/competitive-learning

The self-organizing map

1990 · T. Kohonen · Proceedings of the IEEE · 8,407

Adaptive Mixtures of Local Experts

1991 · Robert A. Jacobs, Michael I. Jordan, et al. · Neural Computation · 5,298

An Educational Psychology Success Story: Social Interdependence Theory and Cooperative Learning

2009 · David W. Johnson, Roger T. Johnson · Educational Researcher · 2,700

Learning Together and Alone: Cooperative, Competitive, and Individualistic Learning

1998 · David W. Johnson, Roger T. Johnson · 2,598

A Comprehensive Survey of Multiagent Reinforcement Learning

2008 · Lucian Busoniu, Robert Babuska, et al. · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · 2,227

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Nonlinear neural networks: Principles, mechanisms, and architectures

1988 · Stephen Grossberg · Neural Networks · 1,625

Competitive Learning: From Interactive Activation to Adaptive Resonance

1987 · Stephen Grossberg · Cognitive Science · 1,472

Population-Based Incremental Learning: A Method for Integrating Genetic Search Based Function Optimization and Competitive Learning

1994 · Shummet Baluja · 1,298

Feature Discovery by Competitive Learning*

1985 · David E. Rumelhart, David Zipser · Cognitive Science · 1,088

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Cooperative learning methods: A meta-analysis.

2012 · DW Johnson, R.T. Johnson, et al. · 914

Feature discovery by competitive learning

1985 · D RUMELHART, D ZIPSER · Cognitive Science · 882

Engineering applications of the self-organizing map

1996 · T. Kohonen, E. Oja, et al. · Proceedings of the IEEE · 848

Cooperative Learning: Improving University Instruction by Basing Practice on Validated Theory.

2014 · David W. Johnson, Roger T. Johnson, et al. · Journal on excellence in college teaching · 696

An oscillatory interference model of grid cell firing

2007 · Neil Burgess, Caswell Barry, et al. · Hippocampus · 686

Competitive learning algorithms for vector quantization

1990 · Stanley C. Ahalt, Ashok K. Krishnamurthy, et al. · Neural Networks · 670

Adding a conscience to competitive learning

1988 · DeSieno · IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks · 637

Rival penalized competitive learning for clustering analysis, RBF net, and curve detection

1993 · L. Xu, A. Krzyzak, et al. · IEEE Transactions on Neural Networks · 613

A computational theory of hippocampal function, and empirical tests of the theory

2006 · Edmund T. Rolls, Raymond P. Kesner · Progress in Neurobiology · 608

Pattern Recognition by Self-Organizing Neural Networks

1991 · The MIT Press eBooks · 601

Neural Network Fundamentals with Graphs, Algorithms and Applications

1995 · N.K. Bose, Pengfei Liang · 589

Instructional Goal Structure: Cooperative, Competitive, or Individualistic

1974 · David W. Johnson, Roger T. Johnson · Review of Educational Research · 548

Parallel distributed processing: explorations in the microstructure of cognition. Volume 1. Foundations

1986 · David E. Rumelhart, James L. McClelland · OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) · 546

Efficient Iris Recognition through Improvement of Feature Vector and Classifier

2001 · Shinyoung Lim Lim, Kwanyong Lee Lee, et al. · ETRI Journal · 478

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Neural network models for pattern recognition and associative memory

1989 · Gail A Carpenter · Neural Networks · 418

Competitive learning with floating-gate circuits

2002 · D. Hsu, M. Figueroa, et al. · IEEE Transactions on Neural Networks · 379

Works count: 3,820

Citation count: 72,550