{"?xml":{"@version":"1.0"},"edm:RDF":{"@xmlns:dc":"http://purl.org/dc/elements/1.1/","@xmlns:edm":"http://www.europeana.eu/schemas/edm/","@xmlns:wgs84_pos":"http://www.w3.org/2003/01/geo/wgs84_pos","@xmlns:foaf":"http://xmlns.com/foaf/0.1/","@xmlns:rdaGr2":"http://rdvocab.info/ElementsGr2","@xmlns:oai":"http://www.openarchives.org/OAI/2.0/","@xmlns:owl":"http://www.w3.org/2002/07/owl#","@xmlns:rdf":"http://www.w3.org/1999/02/22-rdf-syntax-ns#","@xmlns:ore":"http://www.openarchives.org/ore/terms/","@xmlns:skos":"http://www.w3.org/2004/02/skos/core#","@xmlns:dcterms":"http://purl.org/dc/terms/","edm:WebResource":[{"@rdf:about":"http://www.dlib.si/stream/URN:NBN:SI:DOC-HXPI7VRW/6eaf135d-471a-4369-8ba5-d2beb934b41f/PDF","dcterms:extent":"3631 KB"},{"@rdf:about":"http://www.dlib.si/stream/URN:NBN:SI:DOC-HXPI7VRW/159080b9-7421-4c83-b17f-91b65b841082/TEXT","dcterms:extent":"58 KB"}],"edm:TimeSpan":{"@rdf:about":"1985-2026","edm:begin":{"@xml:lang":"en","#text":"1985"},"edm:end":{"@xml:lang":"en","#text":"2026"}},"edm:ProvidedCHO":{"@rdf:about":"URN:NBN:SI:DOC-HXPI7VRW","dcterms:isPartOf":[{"@rdf:resource":"https://www.dlib.si/details/URN:NBN:SI:spr-Z2J12Z6C"},{"@xml:lang":"sl","#text":"Informacije MIDEM"}],"dcterms:issued":"2025","dc:creator":["Kuppusamy, Paramasivam","Natarajan, Nithya"],"dc:format":[{"@xml:lang":"sl","#text":"številka:4"},{"@xml:lang":"sl","#text":"letnik:55"},{"@xml:lang":"sl","#text":"str. 239-254"}],"dc:identifier":["ISSN:0352-9045","DOI:10.33180/InfMIDEM2025.404","COBISSID_HOST:281581827","URN:URN:NBN:SI:doc-HXPI7VRW"],"dc:language":"en","dc:publisher":{"@xml:lang":"sl","#text":"Strokovno društvo za mikroelektroniko, elektronske sestavne dele in materiale"},"dc:subject":[{"@xml:lang":"sl","#text":"approximate computing"},{"@xml:lang":"sl","#text":"HRTEM image"},{"@xml:lang":"en","#text":"HRTEM slika"},{"@xml:lang":"sl","#text":"image processing"},{"@xml:lang":"sl","#text":"majority logic"},{"@xml:lang":"sl","#text":"memristor"},{"@xml:lang":"en","#text":"obdelava slik"},{"@xml:lang":"en","#text":"približno računanje"},{"@xml:lang":"en","#text":"večinska logika"}],"dcterms:temporal":{"@rdf:resource":"1985-2026"},"dc:title":{"@xml:lang":"sl","#text":"Memristor based majority logic adders for error resilient image processing applications| Memristorski logični večinski seštevalniki za aplikacije za obdelavo slik, odporne proti napakam|"},"dc:description":[{"@xml:lang":"sl","#text":"Approximate Computing (AC) enables energy-efficient and high-performance computation for error-resilient applications such as data analytics, image processing, and multimedia. With the growing demand for low-power, high-density storage in Artificial Intelligence and Machine learning applications, researchers are exploring emerging technologies like FinFETs, memristors, Carbon Nano Tube FET(CNTFET), and Quantum-dot Cellular Automata (QCA) to mitigate the constraints of CMOS scaling. This paper proposes an efficient majority logic design using hybrid memristor-CMOS technology for low-power arithmetic applications. A power-efficient 1-bit adder, comprising three majority gates and one inverter, is designed and compared with existing memristor-based adders. Three Approximate Adder designs such as MAA1, MAA2, and MAA3 are implemented in 8-bit fully approximate ripple carry structure and 8-bit error-tolerant ripple carry structure, integrating four approximate and four accurate adders. Circuit performance, including power and delay, is analyzed using Cadence Virtuoso, where MAA1 achieves the lowest Power-Delay Product (PDP) in both structures. Image quality metrics, assessed using MATLAB with 8-bit pixel depth images, indicate that MAA3 attains the highest Peak Signal-to-Noise Ratio (PSNR) in the fully approximate structure. Error analysis using Verilog coding shows that the proposed MAA2 design achieves a 24.12% error rate reduction in the error-tolerant structure compared to its fully approximate counterpart, demonstrating its efficiency in balancing accuracy and power consumption"},{"@xml:lang":"sl","#text":"Približno računanje (AC) omogoča energetsko učinkovito in visoko zmogljivo računanje za aplikacije, odporne na napake, kot so analiza podatkov, obdelava slik in multimedija. Zaradi naraščajočega povpraševanja po nizkoenergijskem shranjevanju z visoko gostoto v aplikacijah umetne inteligence in strojnega učenja raziskovalci raziskujejo nastajajoče tehnologije, kot so FinFET, memristorji, FET z ogljikovimi nano cevkami (CNTFET) in kvantno-točkovni celični avtomati (QCA), da bi zmanjšali omejitve CMOS-skaliranja. Članek predlaga učinkovit večinski logični dizajn z uporabo hibridne memristor-CMOS tehnologije za nizkoenergijske aritmetične aplikacije. Oblikovan je energijsko učinkovit 1-biten seštevalnik s tremi vrati in inverterjem. Tri zasnove seštevalnikov, kot so MAA1, MAA2 in MAA3, so implementirane v 8-bitno strukturo polne propagacije prenosa in propagacije prenosa tolerantne na napako. Delovanje vezja, vključno z močjo in zakasnitvijo, je analizirano z uporabo Cadence Virtuoso, kjer MAA1 doseže najnižji produkt moči in zakasnitve (PDP) v obeh strukturah. Merila kakovosti slike, ocenjena z uporabo MATLAB-a s slikami z 8-bitno globino pikslov, kažejo, da MAA3 doseže najvišje razmerje med signalom in šumom (PSNR) v polni približni strukturi. Analiza napak z uporabo kodiranja Verilog kaže, da predlagana zasnova MAA2 doseže 24,12-odstotno zmanjšanje stopnje napak v strukturi, tolerantni do napak, v primerjavi s polno približno strukturo, kar dokazuje njeno učinkovitost pri uravnoteženju natančnosti in porabe energije"}],"edm:type":"TEXT","dc:type":[{"@xml:lang":"sl","#text":"znanstveno časopisje"},{"@xml:lang":"en","#text":"journals"},{"@rdf:resource":"http://www.wikidata.org/entity/Q361785"}]},"ore:Aggregation":{"@rdf:about":"http://www.dlib.si/?URN=URN:NBN:SI:DOC-HXPI7VRW","edm:aggregatedCHO":{"@rdf:resource":"URN:NBN:SI:DOC-HXPI7VRW"},"edm:isShownBy":{"@rdf:resource":"http://www.dlib.si/stream/URN:NBN:SI:DOC-HXPI7VRW/6eaf135d-471a-4369-8ba5-d2beb934b41f/PDF"},"edm:rights":{"@rdf:resource":"http://creativecommons.org/licenses/by/4.0/"},"edm:provider":"Slovenian National E-content Aggregator","edm:intermediateProvider":{"@xml:lang":"en","#text":"National and University Library of Slovenia"},"edm:dataProvider":{"@xml:lang":"sl","#text":"Strokovno društvo za mikroelektroniko, elektronske sestavne dele in materiale"},"edm:object":{"@rdf:resource":"http://www.dlib.si/streamdb/URN:NBN:SI:DOC-HXPI7VRW/maxi/edm"},"edm:isShownAt":{"@rdf:resource":"http://www.dlib.si/details/URN:NBN:SI:DOC-HXPI7VRW"}}}}