Three-dimensional Environmentally Sustainable Neuromorphic Computing System Based on Natural Organic Memristor | IEEE Conference Publication | IEEE Xplore

Three-dimensional Environmentally Sustainable Neuromorphic Computing System Based on Natural Organic Memristor


Abstract:

Three-dimensional environmentally sustainable neuromorphic computing system based on natural organic honey-memristor is proposed in this paper. The experimental results i...Show More

Abstract:

Three-dimensional environmentally sustainable neuromorphic computing system based on natural organic honey-memristor is proposed in this paper. The experimental results indicates the proposed systems have high inference accuracy over 90 % with device variation and nonlinearity. What is more, four conductance drift scenarios, ADC (Analog-to-Digital Converter) quantization effects, and different algorithms (VGG8 and DenseNet-40) are considered to further verify the proposed systems.
Date of Conference: 06-09 August 2023
Date Added to IEEE Xplore: 31 January 2024
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Conference Location: Tempe, AZ, USA

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