Name
Title | ||
|---|---|---|
Fixed latency on-chip interconnect for hardware spiking neural network architectures. |
Abstract | ||
|---|---|---|
•SystemC simulation based analysis of the synaptic information distortion in NoC based hardware SNNs.•Fixed spike transfer latency ring topology interconnect for spike communication between neural tiles, using a novel timestamped spike broadcast flow control scheme.•Spike transfer latency results and elimination of information jitter in hardware SNNs.•Micro-architecture of the proposed ring router, FPGA and ASIC synthesis results.•A hierarchical NoC architecture comprising ring topology interconnect within a mesh topology NoC. |
Year | DOI | Venue |
|---|---|---|
2013 | 10.1016/j.parco.2013.04.010 | Parallel Computing |
Keywords | Field | DocType |
Network on Chip (NoC),Spiking Neural Networks (SNN),Synaptic connectivity,Latency jitter | Mesh networking,Computer science,Latency (engineering),Network packet,Parallel computing,SystemC,Packet switching,Jitter,Computer hardware,Ring network,Spiking neural network | Journal |
Volume | Issue | ISSN |
39 | 9 | 0167-8191 |
Citations | PageRank | References |
10 | 0.51 | 25 |
Authors | ||
9 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Sandeep Pande | 1 | 88 | 5.92 |
| Fearghal Morgan | 2 | 336 | 34.11 |
| Gerard J. M. Smit | 3 | 888 | 89.18 |
| Tom Bruintjes | 4 | 24 | 2.16 |
| Jochem H. Rutgers | 5 | 25 | 2.63 |
| Brian Mcginley | 6 | 220 | 14.23 |
| Seamus Cawley | 7 | 110 | 8.10 |
| Jim Harkin | 8 | 325 | 36.82 |
| Liam Mcdaid | 9 | 270 | 30.48 |