most citedAutomatic heterogeneous quantization of deep neural networks for low-latency inference on the edge for particle detectors

196 citations · 196 across the 2 of their papers we have counts for

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2 papers

physics.ins-det2024

A High Compression Ratio Channel Multiplexing Method for Micro-pattern Gaseous Detectors

Yu Wang, Shubin Liu, Hao Zhuang +4

The demand for a large number of readout channels has been a limiting factor for the application of Micro-pattern Gaseous Detectors (MPGDs) in achieving higher spatial resolution a…

physics.ins-det2020★ 196 cited

Automatic heterogeneous quantization of deep neural networks for low-latency inference on the edge for particle detectors

Claudionor N. Coelho, Aki Kuusela, Shan Li +7

Although the quest for more accurate solutions is pushing deep learning research towards larger and more complex algorithms, edge devices demand efficient inference and therefore r…