{"id":1082,"date":"2026-09-20T15:25:45","date_gmt":"2026-09-20T15:25:45","guid":{"rendered":"https:\/\/els-journal.net\/wp\/?page_id=1082"},"modified":"2026-09-20T15:34:47","modified_gmt":"2026-09-20T15:34:47","slug":"30203-design-of-error-efficient-inaccurate-32-compressor-for-approximate-8x8-multiplier","status":"publish","type":"page","link":"https:\/\/els-journal.net\/wp\/?page_id=1082","title":{"rendered":"30203 Design of Error Efficient Inaccurate 3:2 Compressor for Approximate 8\u00d78 Multiplier"},"content":{"rendered":"\n\n\n<h3>Vol. 30, No. 2 &#8211; December 2026<\/h3>\n<h3>Design of Error Efficient Inaccurate 3:2 Compressor for Approximate 8\u00d78 Multiplier<\/h3>\n<h5>https:\/\/doi.org\/10.53314\/ELS2630074N<\/h5>\n<h5>Srinivasa Gupta Noolu, M. Satya Anuradha, and Krishna Veni Sahukara<\/h5>\n<h5><b>Abstract<\/b><\/h5>\n<h5>Energy-efficient arithmetic units are critical for&nbsp;<span style=\"font-size: 14px;\">modern error-resilient computing systems. This work introduces&nbsp;<\/span><span style=\"font-size: 14px;\">a novel inaccurate 3:2 compressor that exploits input probability&nbsp;<\/span><span style=\"font-size: 14px;\">characteristics to reduce complexity by allowing a single, low probability&nbsp;<\/span><span style=\"font-size: 14px;\">error condition. The proposed approximation alters&nbsp;<\/span><span style=\"font-size: 14px;\">only the sum output for the all-one input combination, while&nbsp;<\/span><span style=\"font-size: 14px;\">maintaining an exact carry output. The compressor is integrated&nbsp;<\/span><span style=\"font-size: 14px;\">into a radix-4 methodology based 8\u00d78 multiplier realized through&nbsp;<\/span><span style=\"font-size: 14px;\">a hierarchical composition of 2\u00d72 and 4\u00d74 multiplier modules.&nbsp;<\/span><span style=\"font-size: 14px;\">Three alternative architectures are developed for intermediate&nbsp;<\/span><span style=\"font-size: 14px;\">partial product accumulation using the proposed inexact 3:2&nbsp;<\/span><span style=\"font-size: 14px;\">compressor. Error behavior is analyzed in MATLAB and benchmarked&nbsp;<\/span><span style=\"font-size: 14px;\">against existing inaccurate designs using Error Rate&nbsp;<\/span><span style=\"font-size: 14px;\">(ER), Mean Error Distance (MED), and Normalized Mean Error&nbsp;<\/span><span style=\"font-size: 14px;\">Distance (NMED). Hardware implementations are carried out in&nbsp;<\/span><span style=\"font-size: 14px;\">Cadence Spectre with GPDK 45-nm technology to evaluate area,&nbsp;<\/span><span style=\"font-size: 14px;\">power consumption, and delay. Experimental results indicate that&nbsp;<\/span><span style=\"font-size: 14px;\">the proposed multiplier provides favorable accuracy\u2013efficiency&nbsp;<\/span><span style=\"font-size: 14px;\">trade-offs. Application-level validation using image multiplication&nbsp;<\/span><span style=\"font-size: 14px;\">and image convolution further demonstrates improved perceptual&nbsp;<\/span><span style=\"font-size: 14px;\">quality measured through PSNR and SSIM.<\/span><\/h5>\n<h5>Full text:  <a class=\"fas fa-file-pdf\" href=\"https:\/\/els-journal.net\/wp\/wp-content\/uploads\/2026\/09\/2026-30-2-03.pdf\" target=\"_blank\" rel=\"noopener\"><\/a><\/h5>\n\n\n\n\n<a target=\"_blank\" href=\"http:\/\/www.scopus.com\/inward\/citedby.uri?partnerID=HzOxMe3b&#038;doi=10.53314\/ELS2630074N&#038;origin=inward\" ref=\"scopus-citedby\" rel=\"noopener\"><image src=\"http:\/\/api.elsevier.com\/content\/abstract\/citation-count?doi=10.53314\/ELS2630074N&#038;httpAccept=image%2Fjpeg&#038;apiKey=87124910cd33413b75b0a6f4e70d58bd\" border=\"0\" alt=\"cited by count\"\/><\/a>\n\n\n\n\nGoogle Scholar Citations <a target=\"_blank\" class=\"fas fa-external-link-alt\" href=\"http:\/\/scholar.google.com\/scholar?hl=en&#038;lr=&#038;cites=http:\/\/dx.doi.org\/10.53314\/ELS2630074N\" rel=\"noopener\"><\/a>\n\n\n\n\n<center> <span class=\"__dimensions_badge_embed__\" data-doi=\"10.53314\/ELS2630074N\" data-style=\"small_circle\"><\/span> <\/center> <script async src=\"https:\/\/badge.dimensions.ai\/badge.js\" charset=\"utf-8\"><\/script>\n\n\n\n\n<center>Google Scholar Citations <a target=\"_blank\" class=\"fas fa-external-link-alt\" href=\"http:\/\/scholar.google.com\/scholar?hl=en&#038;lr=&#038;cites=http:\/\/dx.doi.org\/10.53314\/ELS2630074N\" rel=\"noopener\"><\/a><\/center>\n\n\n\n\n<a target=\"_blank\" href=\"http:\/\/www.scopus.com\/inward\/citedby.uri?partnerID=HzOxMe3b&#038;doi=10.53314\/ELS2630074N&#038;origin=inward\" ref=\"scopus-citedby\" rel=\"noopener\"><image src=\"http:\/\/api.elsevier.com\/content\/abstract\/citation-count?doi=10.53314\/ELS2630074N&#038;httpAccept=image%2Fjpeg&#038;apiKey=87124910cd33413b75b0a6f4e70d58bd\" border=\"0\" alt=\"cited by count\"\/><\/a>\n\n\n\n\n<center><span class=\"__dimensions_badge_embed__\" data-doi=\"10.53314\/ELS2630074N\" data-style=\"large_rectangle\"><\/span><\/center><script async src=\"https:\/\/badge.dimensions.ai\/badge.js\" charset=\"utf-8\"><\/script>\n\n\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":991,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"pagelayer_contact_templates":[],"_pagelayer_content":"","footnotes":""},"class_list":["post-1082","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/els-journal.net\/wp\/index.php?rest_route=\/wp\/v2\/pages\/1082","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/els-journal.net\/wp\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/els-journal.net\/wp\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/els-journal.net\/wp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/els-journal.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1082"}],"version-history":[{"count":2,"href":"https:\/\/els-journal.net\/wp\/index.php?rest_route=\/wp\/v2\/pages\/1082\/revisions"}],"predecessor-version":[{"id":1085,"href":"https:\/\/els-journal.net\/wp\/index.php?rest_route=\/wp\/v2\/pages\/1082\/revisions\/1085"}],"up":[{"embeddable":true,"href":"https:\/\/els-journal.net\/wp\/index.php?rest_route=\/wp\/v2\/pages\/991"}],"wp:attachment":[{"href":"https:\/\/els-journal.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1082"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}