Cargando…

Multiclass Classification by Adaptive Network of Dendritic Neurons with Binary Synapses Using Structural Plasticity

The development of power-efficient neuromorphic devices presents the challenge of designing spike pattern classification algorithms which can be implemented on low-precision hardware and can also achieve state-of-the-art performance. In our pursuit of meeting this challenge, we present a pattern cla...

Descripción completa

Detalles Bibliográficos
Autores principales: Hussain, Shaista, Basu, Arindam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4814530/
https://www.ncbi.nlm.nih.gov/pubmed/27065782
http://dx.doi.org/10.3389/fnins.2016.00113