Evolving neural networks using a map-based generative encoding also lead to networks that works with most rule sets even when the evolution is done on a small ...

Nov 21, 2017 · The present paper aims at evolving plastic neural networks with better generalization abilities and able to use more input/outputs. Our approach ...

Results show that the map-based encoding scaled up better than a classic direct encoding on this task. Evolving neural networks using a map-based generative ...

Paul Tonelli, Jean-Baptiste Mouret : Using a map-based encoding to evolve plastic neural networks. EAIS 2011: 9-16. manage site settings.

Using a map-based encoding to evolve plastic neural networks. P Tonelli, JB Mouret. 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems (EAIS), 9-16 ...

36 References · Using a map-based encoding to evolve plastic neural networks · On the relationships between synaptic plasticity and generative systems.

Our results suggest that using a developmental encoding could improve the learning abilities of evolved, plastic neural networks. Complementary experiments ...

The experiments reported in this paper add weight to the hypothesis that using a developmental encoding improves the learning abilities of evolved, plastic ...

Tonelli, P., Mouret, J.: Using a map-based encoding to evolve plastic neural networks. In: 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems (EAIS) ...

Using a Map-Based Encoding to Evolve Plastic Neural Networks. Proc. of IEEE Symposium Series on Computational Intelligence 9-16. 10.1109/EAIS.2011.5945909