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- W4384347533 abstract "This chapter evolves both genetic-driven early neural development and activity-dependent neural plasticity. The evolution of primitive neural development focuses on the evolution of a gene regulatory network that can result in a correct gene expression order reflecting the order of cell division, cell migration, and axon growth using the model animal of hydra. Based on the evolved primitive nervous system consisting of spiking neurons, the hydra-like animat is able to show a food-catching behavior which uses its tentacles to catch food under the control of the evolved nervous system. Then, local activity-dependent neural plasticity rules regulated by a gene regulatory network are evolved to alleviate inference in learning sensory input structure using plasticity in a spiking neural network-based reservoir model. Liquid state machines with self-organized reservoir and multiple sub-reservoir are evolved. Finally, local synaptic and intrinsic rules are evolved to regulate the structure of echo-state-networks for better performing regression and classification tasks." @default.
- W4384347533 created "2023-07-15" @default.
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- W4384347533 date "2023-01-01" @default.
- W4384347533 modified "2023-09-24" @default.
- W4384347533 title "Evolution of Neural Development" @default.
- W4384347533 doi "https://doi.org/10.1007/978-981-99-1854-6_5" @default.
- W4384347533 hasPublicationYear "2023" @default.
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