Entropy considerations in improved circuits for a biologically-inspired random pulse computer

Znanstveni rad - Izvorni znanstveni rad

• Autor: Mario Stipčević
• Autor: Mateja Batelić
• Autorova ustanova: Sveučilište u Zagrebu; Prirodoslovno-matematički fakultet; (Fizički odsjek)
• Znanstveno / umjetničko područje, polje i grana: PRIRODNE ZNANOSTI; Fizika

Sažetak (engleski)

We present five novel or modified circuits intended for building a universal computer based on random pulse computing (RPC) paradigm, a biologically-inspired way of computation in which variable is represented by a frequency of a random pulse train (RPT) rather than by a logic state. For the first time we investigate operation of RPC circuits from the point of entropy. In particular, we introduce entropy budget criterion (EBC) to reliably predict whether it is even possible to create a deterministic circuit for a given mathematical operation and show its relevance to numerical precision of calculations. Based on insights gained from the EBC, unlike in the previous art, where randomness is obtained from electronics noise or a pseudorandom shift register while processing circuitry is deterministic, in our approach both variable generation and signal processing rely on the random flip-flop (RFF) whose randomness is derived from a fundamentally random quantum process. This approach offers an advantage in higher precision, better randomness of the output and conceptual simplicity of circuits.

• Ključne riječi (engleski): entropy; random pulse computer; random flip-flop
• Jezik: engleski
• Vrsta publikacije: Znanstveni rad - Izvorni znanstveni rad
• Status objave: Objavljen
• Vrsta recenzije: Recenziran - međunarodna recenzija
• Verzija publikacije: Objavljena verzija rada (izdavačev PDF)
• Naslov časopisa: Scientific Reports
• Brojčani podaci: vol. 12, br. 1, 115
• e-ISSN: 2045-2322
• DOI: https://doi.org/10.1038/s41598-021-04177-9
• URN:NBN: urn:nbn:hr:217:868209
• Datum objave publikacije: 2022-01-07
• URL dokumenta: https://www.nature.com/articles/s41598-021-04177-9
• Vrsta resursa: Tekst
• Prava pristupa: Otvoreni pristup
• Javna napomena: © Author(s) 2022. This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. Received: 16 June 2021; Accepted: 16 December 2021; Published online 07 January 2022.
• Datum i vrijeme pohrane: 2024-09-11 12:55:29