Name
Title | ||
|---|---|---|
A Digital Framework for Pulse Coded Neural Network Hardware with Bit-Serial Operation |
Abstract | ||
|---|---|---|
This publication presents a digital framework for build- ing up pulse coded neural networks with leaky integrate- and-fire neurons and static synapses as well as dynamic synapses. The system, including a novel communication in- frastructure, is mainly focused on ASIC synthesis but also shows a small footprint on Virtex2(Pro) FPGAs. Its bit- serial operation has been verified by simulations. |
Year | DOI | Venue |
|---|---|---|
2007 | 10.1109/HIS.2007.8 | HIS |
Keywords | Field | DocType |
static synapsis,small footprint,pulse coded neural network,neural network,digital framework,bit-serial operation,serial operation,and-fire neuron,asic synthesis,dynamic synapsis,novel communication,neural nets,application specific integrated circuits,field programmable gate arrays | Computer science,Field-programmable gate array,Application-specific integrated circuit,Pulse (signal processing),Footprint,Computer hardware,Neural network hardware,Artificial neural network,Embedded system | Conference |
ISBN | Citations | PageRank |
0-7695-2946-1 | 2 | 0.39 |
References | Authors | |
9 | 3 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Tim Kaulmann | 1 | 5 | 2.92 |
| Deniz Dikmen | 2 | 2 | 0.39 |
| Ulrich Ruckert | 3 | 71 | 7.70 |