Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML

Research article (DSpace@MIT (Massachusetts Institute of Technology), 2020) · cited 64× · AI/ML

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Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML

Summary

Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML is a scholarly article^[1].

Key Facts

Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML's instance of is recorded as scholarly article^[2].

References

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Direct Wikidata claims

[2] ↑ Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML — instance of (P31): scholarly article. wikidata.org.

Class ancestry

[1] ↑ Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML is an instance of scholarly article (scholarly article) [P31, primary]. Wikidata. wikidata.org.

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4ort.xyz Knowledge Graph. (2026). Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML. Retrieved May 24, 2026, from https://4ort.xyz/entity/compressing-deep-neural-networks-on-fpgas-to-binary-and-ternary-precision-with-hls4ml

MLA

“Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/compressing-deep-neural-networks-on-fpgas-to-binary-and-ternary-precision-with-hls4ml.

BibTeX

@misc{4ortxyz_compressing-deep-neural-networks-on-fpgas-to-binary-and-ternary-precision-with-hls4ml_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML}}, year = {2026}, url = {https://4ort.xyz/entity/compressing-deep-neural-networks-on-fpgas-to-binary-and-ternary-precision-with-hls4ml}, note = {Accessed: 2026-05-24}}

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According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML — https://4ort.xyz/entity/compressing-deep-neural-networks-on-fpgas-to-binary-and-ternary-precision-with-hls4ml (retrieved 2026-05-24)

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