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Keyword

neural network evolution

Description: A computational approach that develops neural network structures or parameters through evolutionary algorithms, often for learning and pattern classification.
OpenAlex ID: keywords/neural-network-evolution
Evolving virtual creatures
1994 · Karl Sims · ACM SIGGRAPH Annual Conference on Computer Graphics and Interactive Techniques (SIGGRAPH) · 1,004
Efficient reinforcement learning through symbiotic evolution
1996 · David E. Moriarty, Risto Miikkulainen · Machine Learning · 325
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A robot that walks; emergent behaviors from a carefully evolved network
2003 · R.A. Brooks · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · 211
Evolving Connectionist Systems
2003 · Nikola Kasabov · Perspectives in neural computing · 196
Efficient Non-linear Control Through Neuroevolution
2006 · Faustino Gomez, Jürgen Schmidhuber, et al. · Lecture notes in computer science · 127
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A study of crossover operators in genetic programming
1991 · William M. Spears, Vic Anand · Lecture notes in computer science · 120
Evolution of Plastic Neurocontrollers for Situated Agents
1996 · Floreano, Dario, Mondada, Francesco · Repository for Publications and Research Data (ETH Zurich) · 117
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Evolving Optimal Neural Networks Using Genetic Algorithms with Occam's Razor.
1993 · Byoung‐Tak Zhang, Heinz Mühlenbein · 117
Neural network construction and training using grammatical evolution
2008 · Ioannis Tsoulos, Dimitris Gavrilis, et al. · Neurocomputing · 104
Evolving Neural Networks to Play Go
1998 · Norman Richards, David E. Moriarty, et al. · Applied Intelligence · 104
Evolving Neural Networks With Collaborative Species
2006 · Mitchell A. Potter, Kenneth De Jong · 95
An FPGA platform for on-line topology exploration of spiking neural networks
2004 · Andres Upegui, Carlos Andrés Peña-Reyes, et al. · Microprocessors and Microsystems · 95
Creating melodies with evolving recurrent neural networks
2002 · C.-C.J. Chen, R. Miikkulainen · 2022 International Joint Conference on Neural Networks (IJCNN) · 92
Using evolutionary programing to create neural networks that are capable of playing tic-tac-toe
2002 · D.B. Fogel · IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks · 84
Evolving Keepaway Soccer Players through Task Decomposition
2003 · Shimon Whiteson, Nate Kohl, et al. · Lecture notes in computer science · 77
Genetic Programming
1990 · Hugo de Garis · Elsevier eBooks · 77
An alternative approach for neural network evolution with a genetic algorithm: Crossover by combinatorial optimization
2005 · Nicolás García-Pedrajas, Domingo Ortiz-Boyer, et al. · Neural Networks · 73
Evolving robot gaits in hardware: the HyperNEAT generative encoding vs. parameter optimization
2011 · 72
An artificial brain ATR's CAM-Brain Project aims to build/evolve an artificial brain with a million neural net modules inside a trillion cell Cellular Automata Machine
1994 · Hugo de Garis · New Generation Computing · 63
A ventral salience network in the macaque brain
2016 · Alexandra Touroutoglou, Eliza Bliss-Moreau, et al. · NeuroImage · 55
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Feature Selection and Intrusion Detection Using Hybrid Flexible Neural Tree
2005 · Yuehui Chen, Ajith Abraham, et al. · Lecture notes in computer science · 55
Evolutionary Computation
2002 · David B. Fogel · Elsevier eBooks · 55
Asymptotics of Wide Networks from Feynman Diagrams
2019 · Dyer, Ethan, Gur-Ari, Guy · arXiv (Cornell University) · 54
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Evolving Heterogeneous Neural Agents by Local Selection
2001 · Filippo Menczer, W. Nick Street, et al. · The MIT Press eBooks · 51
Constructing competitive and cooperative agent behavior using coevolution
2010 · Aditya Rawal, Padmini Rajagopalan, et al. · IEEE Conference on Computational Intelligence and Games (CIG) · 50
Works count: 658
Citation count: 5,750
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