Performance Analysis of Two 8-Bit Floating-Point-based Piecewise Uniform Quantizers for a Laplacian Data Source

In this paper, we employ the analogy between the representation of the floating-point (FP) format and the representation level distribution of the piecewise uniform quantizer (PWUQ) to assess the performance of FP-based solutions more thoroughly. We present theoretical derivations to assess the perf...

Celý popis

Podrobná bibliografie

Hlavní autoři:	Jelena R. Nikolic, Zoran H. Peric, Aleksandra Z. Jovanovic, Stefan S. Tomic, Sofija Z. Peric
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Kaunas University of Technology 2025-02-01
Edice:	Elektronika ir Elektrotechnika
Témata:	accuracy floating-point arithmetic neural network compression quantization
On-line přístup:	https://eejournal.ktu.lt/index.php/elt/article/view/37430
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!