| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | sibgrapi.sid.inpe.br |
| Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH |
| Identifier | 8JMKD3MGPBW34M/3D85H2S |
| Repository | sid.inpe.br/sibgrapi/2012/12.17.13.52 |
| Last Update | 2012:12.17.13.52.37 (UTC) administrator |
| Metadata Repository | sid.inpe.br/sibgrapi/2012/12.17.13.52.37 |
| Metadata Last Update | 2022:06.17.01.06.07 (UTC) administrator |
| ISBN | 978-85-7669-271-3 |
| Citation Key | CostaJooKöbe:1993:DiNeNe |
| Title | Distance-discriminator neural networks for classification and pattern recognition  |
| Format | Impresso, On-line. |
| Year | 1993 |
| Access Date | 2024, Apr. 29 |
| Number of Files | 1 |
| Size | 5635 KiB |
| 2. Context | |
| Author | 1 Costa, Luciano da Fontoura 2 Joo, Javier Montenegro 3 Köberle, Roland |
| Affiliation | 1 Instituto de Física e Química de São Carlos (IFQSC) da Universidade de São Paulo (USP) 2 Instituto de Física e Química de São Carlos (IFQSC) da Universidade de São Paulo (USP) 3 Instituto de Física e Química de São Carlos (IFQSC) da Universidade de São Paulo (USP) |
| Editor | Figueiredo, Luiz Henrique de Gomes, Jonas de Miranda |
| e-Mail Address | cintiagraziele.silva@gmail.com |
| Conference Name | Simpósio Brasileiro de Computação Gráfica e Processamento de Imagens, 6 (SIBGRAPI) |
| Conference Location | Recife, PE, Brazil |
| Date | 19-22 Oct. 1993 |
| Publisher | Sociedade Brasileira de Computação |
| Publisher City | Porto Alegre |
| Volume | 1 |
| Pages | 221-229 |
| Book Title | Anais |
| Tertiary Type | Artigo |
| History (UTC) | 2012-12-17 13:52:37 :: cintiagraziele.silva@gmail.com -> administrator :: 2022-06-17 01:06:07 :: administrator -> cintiagraziele.silva@gmail.com :: 1993 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Keywords | discriminator neural Distance-discriminator neurons Distance-discriminator Neural Networks interfaces |
| Abstract | Distance-discriminator neurons DDNs and their combination in Distance-discriminator Neural Networks DDNNs are proposed and discussed. DDNs, based on distance metric concepts, are able to discriminate whether a given point (x,y) belongs to a closed region such as diamond-, rectangle and ellipse-bound regions, which are tasks traditionally performed by perceptrons. DDNs can also be straightforwardly modified in order to discriminate hollow regions having as outer boundaries the above mentioned geometrical figures or even combinations of them. The principal advantage of DDNNs over perceptrons is a substantial reduction of execution time and/or the amount of required hardware operators: many polygonal classification regions which would otherwise demand large perceptron structures can be discriminated with only a few DDNNs. DDNNs can also be easily programmed by design or automatically with the help of the hough transform. Such issues as well as the relative advantages of DDNNs and perceptrons and a complete application example are presented and discussed in the present paper. |
| Type | Visão por Computador |
| Arrangement 1 | urlib.net > SDLA > Fonds > Full Index > Distance-discriminator neural networks... |
| Arrangement 2 | urlib.net > SDLA > Fonds > SIBGRAPI 1993 > Sumário > Distance-discriminator neural networks... |
| Arrangement 3 | urlib.net > SDLA > Fonds > SIBGRAPI 1993 > Sumário > Índice > Distance-discriminator neural networks... |
| doc Directory Content | access |
| source Directory Content | there are no files |
| agreement Directory Content | there are no files |
| 4. Conditions of access and use | |
| data URL | http://urlib.net/ibi/8JMKD3MGPBW34M/3D85H2S |
| zipped data URL | http://urlib.net/zip/8JMKD3MGPBW34M/3D85H2S |
| Language | en |
| Target File | 26 Distance discriminator neural networks.pdf |
| User Group | administrator cintiagraziele.silva@gmail.com |
| Visibility | shown |
| 5. Allied materials | |
| Mirror Repository | sid.inpe.br/sibgrapi@80/2007/08.02.16.22 |
| Next Higher Units | 8JMKD3MGPEW34M/4742MCS 8JMKD3MGPBW34M/3DAMMNL 8JMKD3MGPBW34M/3DAPSGB |
| Citing Item List | sid.inpe.br/sibgrapi/2013/01.02.13.33 1 |
| Host Collection | sid.inpe.br/banon/2001/03.30.15.38 |
| 6. Notes | |
| Empty Fields | archivingpolicy archivist area callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination documentstage doi edition electronicmailaddress group issn label lineage mark nextedition notes numberofvolumes orcid organization parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission resumeid rightsholder schedulinginformation secondarydate secondarykey secondarymark secondarytype serieseditor session shorttitle sponsor subject tertiarymark url versiontype |
| 7. Description control | |
| e-Mail (login) | cintiagraziele.silva@gmail.com |
| update | |