| DC Element | Wert | Sprache |
|---|
| dc.contributor.author | Thiesing, F.M. | |
| dc.contributor.author | Middelberg, U. | |
| dc.contributor.author | Vornberger, O. | |
| dc.date.accessioned | 2021-12-23T16:27:31Z | - |
| dc.date.available | 2021-12-23T16:27:31Z | - |
| dc.date.issued | 1995 | |
| dc.identifier.issn | 13837575 | |
| dc.identifier.uri | https://osnascholar.ub.uni-osnabrueck.de/handle/unios/15494 | - |
| dc.description | Conference of Proceedings of the 1995 3rd World Transputer Congress, WTC ; Conference Date: 4 September 1995 Through 6 September 1995; Conference Code:45265 | |
| dc.description.abstract | In his paper artificial neural networks are adapted to a short term forecast for the sale of articles in supermarkets. The data is modelled to fit into feedforward multilayer perceptron networks that are trained by the back-propagation algorithm. For enhancement this has been parallelized in different manners. One batch and two on-line training variants are implemented on parallel Transputer-based PARSYTEC systems: a GCel with T805 and a GC/PP with PowerPC processors and Transputer communication links. The parallelizations run with both the runtime environments PARIX and PVM. | |
| dc.language.iso | en | |
| dc.publisher | IOS Press, Amsterdam, Netherlands | |
| dc.relation.ispartof | Concurrent Systems Engineering Series | |
| dc.subject | Backpropagation | |
| dc.subject | Forecasting | |
| dc.subject | Interconnection networks | |
| dc.subject | Management | |
| dc.subject | Marketing | |
| dc.subject | Parallel processing systems | |
| dc.subject | Planning | |
| dc.subject | Transputers, Batches | |
| dc.subject | Feedforward multilayer perceptron networks, Neural networks | |
| dc.title | Parallel back-propagation for sales prediction on transputer systems | |
| dc.type | book | |
| dc.identifier.scopus | 2-s2.0-0029462422 | |
| dc.identifier.url | https://www.scopus.com/inward/record.uri?eid=2-s2.0-0029462422&partnerID=40&md5=360b36175af1e077662ad5462b6cd33e | |
| dc.description.volume | 46 | |
| dc.description.startpage | 318 | |
| dc.description.endpage | 331 | |
| dc.publisher.place | Harrogate, UK | |
| dcterms.isPartOf.abbreviation | Concurrent Syst Eng Ser | |
| crisitem.author.dept | FB 06 - Mathematik/Informatik | - |
| crisitem.author.deptid | fb06 | - |
| crisitem.author.parentorg | Universität Osnabrück | - |
| crisitem.author.netid | VoOl593 | - |
