Name
Title | ||
|---|---|---|
Synchronous Digital Implementation of the AER Communication Scheme for Emulating Large-Scale Spiking Neural Networks Models |
Abstract | ||
|---|---|---|
In this paper we shall present a fully synchronous digital implementation of the Address Event Representation (AER) communication scheme that has been used in the PERPLEXUS chip in order to permit the emulation of large-scale biologically inspired spiking neural networks models. By introducing specific commands in the AER protocol it is possible to distribute the AER bus among a large number of chips where the functionality of the spiking neurons is being emulated. A careful design of the AER encoder module using compact Content Addressable Memories (CAMs) allows for a feasible realization of large-scale models. |
Year | DOI | Venue |
|---|---|---|
2009 | 10.1109/AHS.2009.14 | AHS |
Keywords | Field | DocType |
address event representation,networks models,communication scheme,synchronous digital implementation,spiking neuron,large-scale model,emulating large-scale spiking neural,aer bus,aer encoder module,large-scale biologically,perplexus chip,aer communication scheme,aer protocol,careful design,chip,encoding,spiking neural network,neural nets,computer aided manufacturing,emulation,decoding,protocols,registers,content addressable memory | Computer science,Real-time computing,Chip,Emulation,Encoder,Content-addressable storage,Decoding methods,Spiking neural network,Artificial neural network,Encoding (memory) | Conference |
Citations | PageRank | References |
1 | 0.43 | 11 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| J. Manuel Moreno | 1 | 28 | 4.71 |
| Jordi Madrenas | 2 | 150 | 27.87 |
| Lukasz Kotynia | 3 | 1 | 0.43 |