A Digital Framework for Pulse Coded Neural Network Hardware with Bit-Serial Operation

Tim Kaulmann,Deniz Dikmen,Ulrich Ruckert

HIS（2007）

引用 3|浏览10

暂无评分

摘要

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.

查看译文

关键词

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

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要