2010 12th International Workshop on Cellular Nanoscale Networks and Their Applications (CNNA 2010) 2010
DOI: 10.1109/cnna.2010.5430295
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On the diffusion model for Autonomous Ratio-Memory Cellular Nonlinear Network for pattern recognition

Abstract: This paper proposes the diffusion circuit for Autonomous Ratio-Memory Cellular Nonlinear Networks (ARMCNNs). ARMCNNs can tolerate large variations of ratio weights which has been shown in our previous paper. However, in our previous circuit implementation, the synapse weight circuit between neighboring neurons was composed of two voltage to current converters (V/Is) and current mirrors. The layout area is still too large for a high density CNN array. Another issue is that for each subsystem of ARMCNNs, spuriou… Show more

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