Low-Latency in Situ Image Analytics with FPGA-Based Quantized Convolutional Neural Network

Maolin Wang,Kelvin C. M. Lee,Bob M. F. Chung, Sharatchandra Varma Bogaraju,Ho-Cheung Ng,Justin S. J. Wong,Ho Cheung Shum,Kevin K. Tsia,Hayden Kwok-Hay So

IEEE Transactions on Neural Networks and Learning Systems（2021）

引用 10|浏览111

关键词

Computer architecture,Microprocessors,Neural networks,Hardware,Field programmable gate arrays,Throughput,Real-time systems,Cell image classification,convolutional neural network (CNN),field-programmable gate array (FPGA),hardware architecture,low-latency inference,multiplexed asymmetric-detection time-stretch optical microscopy (multi-ATOM),quantized convolutional neural network (QCNN),reconfigurable computing

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