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On-Sensor Data Filtering using Neuromorphic Computing for High Energy
  Physics Experiments

On-Sensor Data Filtering using Neuromorphic Computing for High Energy Physics Experiments

20 July 2023
Shruti R. Kulkarni
Aaron R. Young
Prasanna Date
Narasinga Rao Miniskar
Jeffrey S. Vetter
F. Fahim
Benjamin Parpillon
J. Dickinson
N. Tran
Jieun Yoo
C. Mills
M. Swartz
P. Maksimovic
Catherine D. Schuman
A. Bean
ArXivPDFHTML

Papers citing "On-Sensor Data Filtering using Neuromorphic Computing for High Energy Physics Experiments"

6 / 6 papers shown
Title
PETNet -- Coincident Particle Event Detection using Spiking Neural Networks
PETNet -- Coincident Particle Event Detection using Spiking Neural Networks
Jan Debus
Charlotte Debus
Günther Dissertori
Markus Gotz
36
0
0
09 Apr 2025
HPCNeuroNet: A Neuromorphic Approach Merging SNN Temporal Dynamics with
  Transformer Attention for FPGA-based Particle Physics
HPCNeuroNet: A Neuromorphic Approach Merging SNN Temporal Dynamics with Transformer Attention for FPGA-based Particle Physics
Murat Isik
Hiruna Vishwamith
Jonathan Naoukin
I. C. Dikmen
50
0
0
23 Dec 2024
Embedded FPGA Developments in 130nm and 28nm CMOS for Machine Learning
  in Particle Detector Readout
Embedded FPGA Developments in 130nm and 28nm CMOS for Machine Learning in Particle Detector Readout
J. Gonski
Aseem Gupta
Haoyi Jia
Hyunjoon Kim
Lorenzo Rota
L. Ruckman
A. Dragone
R. Herbst
21
2
0
26 Apr 2024
Neural Network Methods for Radiation Detectors and Imaging
Neural Network Methods for Radiation Detectors and Imaging
S. Lin
S. Ning
H. Zhu
T. Zhou
C. L. Morris
S. Clayton
M. Cherukara
R. T. Chen
Z. Wang
AI4CE
29
5
0
09 Nov 2023
Benchmarking energy consumption and latency for neuromorphic computing
  in condensed matter and particle physics
Benchmarking energy consumption and latency for neuromorphic computing in condensed matter and particle physics
Dominique J. Kösters
Bryan A. Kortman
I. Boybat
Elena Ferro
Sagar Dolas
...
T. Rasing
H. Riel
Abu Sebastian
S. Caron
J. Mentink
48
13
0
21 Sep 2022
Ultra-low latency recurrent neural network inference on FPGAs for
  physics applications with hls4ml
Ultra-low latency recurrent neural network inference on FPGAs for physics applications with hls4ml
Elham E Khoda
D. Rankin
R. Teixeira de Lima
Philip C. Harris
Scott Hauck
...
Chaitanya Paikara
R. Rao
S. Summers
C. Vernieri
Aaron Wang
AI4CE
20
16
0
01 Jul 2022
1