{"id":437560,"date":"2024-10-20T07:59:47","date_gmt":"2024-10-20T07:59:47","guid":{"rendered":"https:\/\/pdfstandards.shop\/product\/uncategorized\/ieee-2841-2022-3\/"},"modified":"2024-10-26T15:02:19","modified_gmt":"2024-10-26T15:02:19","slug":"ieee-2841-2022-3","status":"publish","type":"product","link":"https:\/\/pdfstandards.shop\/product\/publishers\/ieee\/ieee-2841-2022-3\/","title":{"rendered":"IEEE 2841-2022"},"content":{"rendered":"

New IEEE Standard – Active. The recommendations on evaluating and improving algorithm reliability for shortening the development cycle of deep learning algorithms and improving the quality of software systems based on deep learning algorithms are defined in this document. An assessment index system and corresponding assessment process are specified in this document.<\/p>\n

PDF Catalog<\/h4>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
PDF Pages<\/th>\nPDF Title<\/th>\n<\/tr>\n
1<\/td>\nIEEE Std 2841\u2122-2022 Front cover <\/td>\n<\/tr>\n
2<\/td>\nTitle page <\/td>\n<\/tr>\n
4<\/td>\nImportant Notices and Disclaimers Concerning IEEE Standards Documents <\/td>\n<\/tr>\n
8<\/td>\nParticipants <\/td>\n<\/tr>\n
10<\/td>\nIntroduction <\/td>\n<\/tr>\n
11<\/td>\nContents <\/td>\n<\/tr>\n
13<\/td>\n1.\u2002Overview
1.1\u2002Scope
1.2\u2002General
1.3\u2002Word usage <\/td>\n<\/tr>\n
14<\/td>\n2.\u2002Normative references
3.\u2002Definitions <\/td>\n<\/tr>\n
15<\/td>\n4.\u2002Assessment index system
4.1\u2002Tables of the assessment index system
4.2\u2002Correctness of algorithm function implementation
4.3\u2002Correctness of code implementation <\/td>\n<\/tr>\n
17<\/td>\n4.4\u2002Effect of target function
4.5\u2002Effect of training data sets
4.6\u2002Effect of adversarial examples <\/td>\n<\/tr>\n
18<\/td>\n4.7\u2002Effect of dependency on hardware and software platforms
4.8\u2002Effect of environmental data
5.\u2002Assessment process
5.1\u2002Overview
5.2\u2002Determination of reliability targets <\/td>\n<\/tr>\n
21<\/td>\n5.3\u2002Selection of assessment indexes
5.4\u2002Assessment criteria
5.5\u2002Assessment at all stages
5.6\u2002Assessment conclusion <\/td>\n<\/tr>\n
22<\/td>\n6.\u2002Assessment of the demand stage
6.1\u2002Overview
6.2\u2002Prerequisites
6.3\u2002Input
6.4\u2002Critical activities <\/td>\n<\/tr>\n
23<\/td>\n6.5\u2002Output
7.\u2002Assessment of the design stage
7.1\u2002Overview
7.2\u2002Prerequisites
7.3\u2002Input <\/td>\n<\/tr>\n
24<\/td>\n7.4\u2002Critical activities
7.5\u2002Output
8.\u2002Assessment of the implementation stage
8.1\u2002Overview
8.2\u2002Prerequisites <\/td>\n<\/tr>\n
25<\/td>\n8.3\u2002Input
8.4\u2002Critical activities
8.5\u2002Output <\/td>\n<\/tr>\n
26<\/td>\n9.\u2002Assessment of the operation stage
9.1\u2002Overview
9.2\u2002Prerequisites
9.3\u2002Input
9.4\u2002Critical Activities <\/td>\n<\/tr>\n
27<\/td>\n9.5\u2002Output <\/td>\n<\/tr>\n
28<\/td>\nAnnex\u00a0A (informative) Selection rules for reliability assessment indexes of deep learning algorithms <\/td>\n<\/tr>\n
31<\/td>\nAnnex\u00a0B (informative) Bibliography <\/td>\n<\/tr>\n
32<\/td>\nBack cover <\/td>\n<\/tr>\n<\/table>\n","protected":false},"excerpt":{"rendered":"

IEEE Recommended Practice for Framework and Process for Deep Learning Evaluation (Published)<\/b><\/p>\n\n\n\n\n
Published By<\/td>\nPublication Date<\/td>\nNumber of Pages<\/td>\n<\/tr>\n
IEEE<\/b><\/a><\/td>\n2022<\/td>\n32<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"featured_media":437567,"template":"","meta":{"rank_math_lock_modified_date":false,"ep_exclude_from_search":false},"product_cat":[2644],"product_tag":[],"class_list":{"0":"post-437560","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-ieee","8":"first","9":"instock","10":"sold-individually","11":"shipping-taxable","12":"purchasable","13":"product-type-simple"},"_links":{"self":[{"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/product\/437560","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/types\/product"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/media\/437567"}],"wp:attachment":[{"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/media?parent=437560"}],"wp:term":[{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/product_cat?post=437560"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/product_tag?post=437560"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}