Search Results - "Ivan Rene Morales"
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Gamma/neutron classification with SiPM CLYC detectors using frequency-domain analysis for embedded real-time applications
Published in Nuclear engineering and technology (2024)“…A method for gamma/neutron event classification based on frequency-domain analysis for mixed radiation environments is proposed. In contrast to the traditional…”
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A Simplified Correlation Index for Fast Real-Time Pulse Shape Recognition
Published in Sensors (Basel, Switzerland) (01-10-2022)“…A simplified correlation index is proposed to be used in real-time pulse shape recognition systems. This index is similar to the classic Pearson’s correlation…”
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Gamma/neutron classification with SiPM CLYC detectors using frequency-domain analysis for embedded real-time applications
Published in Nuclear engineering and technology (01-02-2024)“…A method for gamma/neutron event classification based on frequency-domain analysis for mixed radiation environments is proposed. In contrast to the traditional…”
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Gamma/neutron online discrimination based on machine learning with CLYC detectors
Published in IEEE transactions on nuclear science (13-11-2024)“…An embedded system for gamma and neutron discrimination in mixed radiation environments is proposed, validated with an off-the-shelf detector consisting of a…”
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An End-to-End Workflow to Efficiently Compress and Deploy DNN Classifiers on SoC/FPGA
Published in IEEE embedded systems letters (01-09-2024)“…Machine learning (ML) models have demonstrated discriminative and representative learning capabilities over a wide range of applications, even at the cost of…”
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