Evolving neural networks

DB Fogel, LJ Fogel, VW Porto - Biological cybernetics, 1990 - Springer
Neural networks are parallel processing structures that provide the capability to perform various
pattern recognition tasks. A network … for training a general neural network. This approach …

Evolving artificial neural networks

X Yao - Proceedings of the IEEE, 1999 - ieeexplore.ieee.org
evolution are two fundamental forms of adaptation. There has been a great interest in
combining learning and evolution with artificial neural networks (… EA’s to evolve ANN connection …

Evolving neural networks through augmenting topologies

KO Stanley, R Miikkulainen - Evolutionary computation, 2002 - ieeexplore.ieee.org
… to gain an advantage from evolving neural network topologies along with weights. … evolution
to both optimize and complexify solutions simultaneously, offering the possibility of evolving

Evolving deep neural networks

R Miikkulainen, J Liang, E Meyerson, A Rawal… - … age of neural networks …, 2024 - Elsevier
… CoSyNE evolve partial neural networks and combine them into fully functional networks [[22]…
[15] have been developed to evolve the topology of the neural network, which is particularly …

A new evolutionary system for evolving artificial neural networks

X Yao, Y Liu - IEEE transactions on neural networks, 1997 - ieeexplore.ieee.org
evolving artificial neural networks (ANN’s). The evolutionary algorithm used in EPNet is
based on Fogel’s evolution… various aspects of evolutionary artificial neural networks (EANN’s). …

Evolving neural networks

R Miikkulainen - Proceedings of the 2016 on Genetic and Evolutionary …, 2016 - dl.acm.org
Neuroevolution, ie evolution of artificial neural networks, has recently emerged as a powerful
… methods that evolve fixed-topology networks, network topologies, and network construction …

Evolving deep neural networks: A new prospect

SS Tirumala, S Ali, CP Ramesh - 2016 12th International …, 2016 - ieeexplore.ieee.org
… Abstract—The success of Deep Neural Networks (DNNs) for … start with (similar to artificial
neural networks). If the topology is … prospect for evolving optimized deep neural networks which …

Evolving neural networks to play Go

N Richards, DE Moriarty, R Miikkulainen - Applied intelligence, 1998 - Springer
evolution as a mechanism for learning to play go. The SANE (Symbiotic, Adaptive Neuro-Evolution
[7, 8, 9]) algorithm demonstrates that networks … go and why neural network techniques …

[PDF][PDF] Evolving neural networks with collaborative species

MA Potter, KA De Jong - Summer Computer Simulation …, 1995 - researchgate.net
… To evolve a cascade network with a CCGA we decompose the network into substructures
and map the substructures into species. The decomposition we have chosen corresponds to …

Learning to adapt to changing environments in evolving neural networks

S Nolfi, D Parisi - Adaptive behavior, 1996 - journals.sagepub.com
… , one must take into consideration the role of evolution, which is the primary adaptive process.
… algorithm to simulate the evolution of a population of neural networks, each controlling the …