Reduced Interconnects in Neural Networks Using a Time Multiplexed Architecture Based on Quantum Devices

Peter M. Kelly,Fergal Tuffy,Valeriu Beiu,Liam J. McDaid

Lecture Notes of the Institute for Computer Sciences, Social Informatics, and Telecommunications Engineering（2009）

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摘要

The interconnection problem associated with large scale hardware-based neural networks is well known. A time multiplexed neural network architecture using silicon based quantum devices with MOS/CMOS devices is described and shows significant increased functional density compared to conventional devices.

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关键词

Quantum device,resonant tunneling device (RTD),time multiplexed architecture (TMA),neural network (NN),interconnects

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