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Mr(2)DNM: A Novel Mutual Information-Based Dendritic Neuron Model

By employing a neuron plasticity mechanism, the original dendritic neuron model (DNM) has been succeeded in the classification tasks with not only an encouraging accuracy but also a simple learning rule. However, the data collected in real world contain a lot of redundancy, which causes the process...

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Detalles Bibliográficos
Autores principales: Qian, Xiaoxiao, Wang, Yirui, Cao, Shuyang, Todo, Yuki, Gao, Shangce
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6702826/
https://www.ncbi.nlm.nih.gov/pubmed/31485216
http://dx.doi.org/10.1155/2019/7362931