Synthesizing Deep Neural Network Architectures using Biological Synaptic Strength Distributions

no code implementations • 1 Jul 2017 • A. H. Karimi, M. J. Shafiee, A. Ghodsi, A. Wong

In this work, we perform an exploratory study on synthesizing deep neural networks using biological synaptic strength distributions, and the potential influence of different distributions on modelling performance particularly for the scenario associated with small data sets.

Small Data Image Classification