S. Summers
European Organization for Nuclear Research(CH)
Publications by Year
Research Areas
Particle physics theoretical and experimental studies, High-Energy Particle Collisions Research, Quantum Chromodynamics and Particle Interactions, Particle Detector Development and Performance, Computational Physics and Python Applications
Most-Cited Works
- → Autoencoders on field-programmable gate arrays for real-time, unsupervised new physics detection at 40 MHz at the Large Hadron Collider(2022)71 cited
- Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML(2020)
- → An FPGA based track finder for the L1 trigger of the CMS experiment at the High Luminosity LHC(2017)38 cited
- → Accelerated Charged Particle Tracking with Graph Neural Networks on FPGAs(2020)31 cited
- The use of machine learning program LERS-LB 2.5 in knowledge acquisition for expert system development in nursing.(1992)
- → Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml(2022)30 cited
- → Accelerating Recurrent Neural Networks for Gravitational Wave Experiments(2021)24 cited
- Automatic deep heterogeneous quantization of Deep Neural Networks for ultra low-area, low-latency inference on the edge at particle colliders(2020)
- → An FPGA-based track finder for the L1 trigger of the CMS experiment at the high luminosity LHC(2016)20 cited
- Ultra Low-latency, Low-area Inference Accelerators using Heterogeneous Deep Quantization with QKeras and hls4ml(2020)