Symbolic Regression on FPGAs for Fast Machine Learning Inference

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Symbolic Regression on FPGAs for Fast Machine Learning Inference

6 May 2023

Adrian Alan Pol

Vladimir Loncar

Philip C. Harris

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Papers citing "Symbolic Regression on FPGAs for Fast Machine Learning Inference"

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Title
Symbolic Regression for Beyond the Standard Model Physics Shehu AbdusSalam Steve Abel M. Romão 121 6 0 28 May 2024
SymbolNet: Neural Symbolic Regression with Adaptive Dynamic Pruning for Compression Ho Fung Tsoi Vladimir Loncar S. Dasu Philip C. Harris 204 3 0 18 Jan 2024
Ps and Qs: Quantization-aware pruning for efficient low latency neural network inference B. Hawks Javier Mauricio Duarte Nicholas J. Fraser Alessandro Pappalardo N. Tran Yaman Umuroglu MQ 52 51 0 22 Feb 2021
Automatic heterogeneous quantization of deep neural networks for low-latency inference on the edge for particle detectors C. Coelho Aki Kuusela Shane Li Zhuang Hao T. Aarrestad Vladimir Loncar J. Ngadiuba M. Pierini Adrian Alan Pol S. Summers MQ 91 179 0 15 Jun 2020