Sergo Jindariani

According to our database1, Sergo Jindariani authored at least 14 papers between 2015 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2021
Compressing deep neural networks on FPGAs to binary and ternary precision with hls4ml.
Mach. Learn. Sci. Technol., 2021

Fast convolutional neural networks on FPGAs with hls4ml.
Mach. Learn. Sci. Technol., 2021

Full Detector Simulation with Unprecedented Background Occupancy at a Muon Collider.
Comput. Softw. Big Sci., 2021

Applications and Techniques for Fast Machine Learning in Science.
CoRR, 2021

hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices.
CoRR, 2021

Fast convolutional neural networks on FPGAs with hls4ml.
CoRR, 2021

2020
Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics.
Frontiers Big Data, 2020

Accelerated Charged Particle Tracking with Graph Neural Networks on FPGAs.
CoRR, 2020

Fast inference of Boosted Decision Trees in FPGAs for particle physics.
CoRR, 2020

2019
FPGA-Accelerated Machine Learning Inference as a Service for Particle Physics Computing.
Comput. Softw. Big Sci., December, 2019

Fast Inference of Deep Neural Networks for Real-time Particle Physics Applications.
Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2019

2018
Fast inference of deep neural networks in FPGAs for particle physics.
CoRR, 2018

2017
A content addressable memory with multi-Vdd scheme for low power tunable operation.
Proceedings of the IEEE 60th International Midwest Symposium on Circuits and Systems, 2017

2015
A methodology for power characterization of associative memories.
Proceedings of the 33rd IEEE International Conference on Computer Design, 2015


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