Output details
11 - Computer Science and Informatics
University of Ulster
Article title
Advancing Interconnect Density for Spiking Neural Network Hardware Implementations using Traffic-aware Adaptive Network-on-Chip Routers
Type
D - Journal article
Title of journal
Neural Networks
Article number
-
Volume number
33
Issue number
-
First page of article
42
ISSN of journal
0893-6080
Year of publication
2012
URL
-
Number of additional authors
6
Additional information
<01>This paper builds on early work that won Best Paper award at the International Conference on Evolvable Systems (Springer, Vol. 6274, pp. 133-144, 2010). The significance of the new hardware interconnect strategy developed in this paper is demonstrated through extensive analysis and benchmarking of area/power and throughput, where it is shown to outperform existing state-of-the-art (EU FACETs, ESPRC-funded SpiNNaker projects). A joint EPSRC proposal submitted with Prof. Pradhan (Bristol) and Dr. Bouganis (Imperial College) was based on the paper.
Interdisciplinary
-
Cross-referral requested
-
Research group
C - Intelligent Systems Research Centre
Citation count
2
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
