TY - JOUR
T1 - Investigating Power Reduction for NoC-based Spiking Neural Network Platforms using Channel Encoding
AU - McDonnell, Neil
AU - Carrillo, Snaider
AU - Harkin, Jim
AU - McDaid, Liam
PY - 2012/12
Y1 - 2012/12
N2 - Recent focus has been placed on exploring the possibility to switch from parallel to serial data links between NoC routers in order to improve signal integrity in the communication channel. However, moving streams of data between the parallel path of the internal router and external serial-channel links between them consumes additional power. One challenge is encoding the data and minimise the switching activity of data in the serial links in order to reduce the additional power dissipation; while under real-time and minimal hardware constraints. Consequently, proposed is a novel low area/power decision circuit for NoC channel encoding which identifies in real-time packets for encoding and extends the existing SILENT encoders/decoders to further minimise power consumption and demonstrates the power performance savings of the decision circuitand modified (en)decoders using example test traffic with the EMBRACE NoC router, a mixed signal spiking neural network (SNNs) embedded platform.
AB - Recent focus has been placed on exploring the possibility to switch from parallel to serial data links between NoC routers in order to improve signal integrity in the communication channel. However, moving streams of data between the parallel path of the internal router and external serial-channel links between them consumes additional power. One challenge is encoding the data and minimise the switching activity of data in the serial links in order to reduce the additional power dissipation; while under real-time and minimal hardware constraints. Consequently, proposed is a novel low area/power decision circuit for NoC channel encoding which identifies in real-time packets for encoding and extends the existing SILENT encoders/decoders to further minimise power consumption and demonstrates the power performance savings of the decision circuitand modified (en)decoders using example test traffic with the EMBRACE NoC router, a mixed signal spiking neural network (SNNs) embedded platform.
U2 - 10.4018/jaras.2012100101
DO - 10.4018/jaras.2012100101
M3 - Article
SN - 1947-9239
VL - 4
SP - 1
EP - 16
JO - International Journal of Adaptive, Resilient, and Autonomic Systems
JF - International Journal of Adaptive, Resilient, and Autonomic Systems
IS - 3
ER -