Giuseppe Di Guglielmo

1. Applications and Techniques for Fast Machine Learning in Science
   2021/10/25 by A. M. Deiana, Allison McCarn Deiana, Nhan Tran +111 · 1 voice · 2 citations
   Decision Sciences · Computer Science · #Scientific Computing and Data Management #Neural Networks and Reservoir Computing #Anomaly Detection Techniques and Applications
2. MLPerf Tiny Benchmark
   2021/06/14 by Colby Banbury, Vijay Janapa Reddi, Banbury, Colby +41 · 17 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
3. hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices
   2021/03/09 by Farah Fahim, Fahim, Farah, Hawks, Benjamin +56 · 12 citations
   Computer Science · Decision Sciences · Materials Science · #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #Instrumentation and Detectors (physics.ins-det) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Parallel Computing and Optimization Techniques #Scientific Computing and Data Management
4. End-to-end workflow for machine learning-based qubit readout with QICK and hls4ml
   2025/01/24 by Giuseppe Di Guglielmo, Di Guglielmo, Giuseppe, Botao Du +29 · 1 voice · 7 citations
   Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum many-body systems #cs.LG #quant-ph
5. Open-source FPGA-ML codesign for the MLPerf Tiny Benchmark
   2022/06/23 by Hendrik Borras, Borras, Hendrik, Giuseppe Di Guglielmo +33 · 2 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Neural Networks and Applications #Image Processing Techniques and Applications
6. Real-Time Detection of Charge Jumps in Superconducting Qubits with a Convolutional Neural Network
   2026/07/15 by Daniel Gaytan-Villarreal, Peter Meiring, Daniel Baxter +6
   #quant-ph #cs.LG