Publication Type
Conference Paper
Book Title
Proceedings of the Neuromorphic Computing Symposium (NCS 2017)
Publication Date
Page Numbers
1 to 6
Conference Name
Neuromorphic Computing Symposium
Conference Location
Knoxvvile, Tennessee, United States of America
Conference Sponsor
ACM SIGDA
Conference Date
-
Abstract
In this work, we apply a spiking neural network model and an associated memristive neuromorphic implementation to an application in classifying temporal scientific data. We demonstrate that the spiking neural network model achieves comparable results to a previously reported convolutional neural network model, with significantly fewer neurons and synapses required.
