We present a version of the Back-Propagation (BP) algorithm based on Level 3 BLAS, easily portable onto SIMD and MIMD computers. An implementation is shown for FPS M64 Series Minisupercomputers, where the peak performances of the processor are reached. Some biomedical applications of the proposed algorithm are shown: computer-aided diagnosis of dyspepsia, analysis of PH-metric data and reconstruction of ECG signals.
Neural networks: computer simulation and biomedical applications
P Arrigo;A Corana;L Marconi;M Morando;
1990
Abstract
We present a version of the Back-Propagation (BP) algorithm based on Level 3 BLAS, easily portable onto SIMD and MIMD computers. An implementation is shown for FPS M64 Series Minisupercomputers, where the peak performances of the processor are reached. Some biomedical applications of the proposed algorithm are shown: computer-aided diagnosis of dyspepsia, analysis of PH-metric data and reconstruction of ECG signals.| Campo DC | Valore | Lingua |
|---|---|---|
| dc.authority.orgunit | Istituto di Elettronica e di Ingegneria dell'Informazione e delle Telecomunicazioni - IEIIT | - |
| dc.authority.people | P Arrigo | it |
| dc.authority.people | A Corana | it |
| dc.authority.people | F Giuliano | it |
| dc.authority.people | L Marconi | it |
| dc.authority.people | M Morando | it |
| dc.authority.people | S Ridella | it |
| dc.authority.people | C Rolando | it |
| dc.authority.people | F Scalia | it |
| dc.collection.id.s | 71c7200a-7c5f-4e83-8d57-d3d2ba88f40d | * |
| dc.collection.name | 04.01 Contributo in Atti di convegno | * |
| dc.contributor.appartenenza | Istituto di Elettronica e di Ingegneria dell'Informazione e delle Telecomunicazioni - IEIIT | * |
| dc.contributor.appartenenza | Istituto di Scienze e Tecnologie Chimiche "Giulio Natta" - SCITEC | * |
| dc.contributor.appartenenza | Istituto di linguistica computazionale "Antonio Zampolli" - ILC | * |
| dc.contributor.appartenenza.mi | 877 | * |
| dc.contributor.appartenenza.mi | 918 | * |
| dc.contributor.appartenenza.mi | 1119 | * |
| dc.date.accessioned | 2024/02/19 19:27:27 | - |
| dc.date.available | 2024/02/19 19:27:27 | - |
| dc.date.issued | 1990 | - |
| dc.description.abstracteng | We present a version of the Back-Propagation (BP) algorithm based on Level 3 BLAS, easily portable onto SIMD and MIMD computers. An implementation is shown for FPS M64 Series Minisupercomputers, where the peak performances of the processor are reached. Some biomedical applications of the proposed algorithm are shown: computer-aided diagnosis of dyspepsia, analysis of PH-metric data and reconstruction of ECG signals. | - |
| dc.description.affiliations | Istituto per i Circuiti Elettronici - CNR, Genova | - |
| dc.description.allpeople | Arrigo, P; Corana, A; Giuliano, F; Marconi, L; Morando, M; Ridella, S; Rolando, C; Scalia, F | - |
| dc.description.allpeopleoriginal | P. Arrigo; A. Corana; F. Giuliano; L. Marconi; M. Morando; S. Ridella; C. Rolando; F. Scalia | - |
| dc.description.fulltext | reserved | en |
| dc.description.numberofauthors | 8 | - |
| dc.identifier.uri | https://hdl.handle.net/20.500.14243/312000 | - |
| dc.language.iso | eng | - |
| dc.publisher.country | SGP | - |
| dc.publisher.name | World Scientific Publishing Co | - |
| dc.publisher.place | Singapore | - |
| dc.relation.alleditors | Caianiello, E.R. | - |
| dc.relation.conferencedate | 15 - 18 May 1990 | - |
| dc.relation.conferencename | Parallel Architectures and Neural Networks | - |
| dc.relation.conferenceplace | Vietri sul Mare (SA), Italy | - |
| dc.relation.firstpage | 205 | - |
| dc.relation.ispartofbook | Parallel Architectures and Neural Networks | - |
| dc.relation.lastpage | 212 | - |
| dc.subject.keywords | high-performance computing; neural network simulation; Back-Propagation algorithm; Level 3 BLAS; SIMD computers; MIMD computers; biomedical applications | - |
| dc.subject.singlekeyword | high-performance computing | * |
| dc.subject.singlekeyword | neural network simulation | * |
| dc.subject.singlekeyword | Back-Propagation algorithm | * |
| dc.subject.singlekeyword | Level 3 BLAS | * |
| dc.subject.singlekeyword | SIMD computers | * |
| dc.subject.singlekeyword | MIMD computers | * |
| dc.subject.singlekeyword | biomedical applications | * |
| dc.title | Neural networks: computer simulation and biomedical applications | en |
| dc.type.driver | info:eu-repo/semantics/conferenceObject | - |
| dc.type.full | 04 Contributo in convegno::04.01 Contributo in Atti di convegno | it |
| dc.type.miur | 273 | - |
| dc.type.referee | Sì, ma tipo non specificato | - |
| dc.ugov.descaux1 | 353788 | - |
| iris.mediafilter.data | 2025/04/18 03:21:04 | * |
| iris.orcid.lastModifiedDate | 2024/05/31 12:35:32 | * |
| iris.orcid.lastModifiedMillisecond | 1717151732288 | * |
| iris.sitodocente.maxattempts | 1 | - |
| Appare nelle tipologie: | 04.01 Contributo in Atti di convegno | |
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