Abstract | ||
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In this paper we study the parallelization of the inferenceprocess for connectionist models. We use a symbolic formalism for therepresentation of the connectionist models. With this translation, thetraining mechanism is local in the elements of the network, the computingpower is improved in the network nodes and a local hybridization withsymbolic parts is achieved. The inference in the final knowledge networkcan be parallelized, whether the knowledge corresponds to a symbolic... |
Year | DOI | Venue |
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1997 | 10.1007/BFb0032488 | IWANN |
Keywords | Field | DocType |
symbolic formalism | Multiprocessor architecture,Shared memory,Concurrency,Computer science,Inference,Parallel computing,Node (networking),Formalism (philosophy),Connectionism | Conference |
Volume | ISSN | ISBN |
1240 | 0302-9743 | 3-540-63047-3 |
Citations | PageRank | References |
1 | 0.46 | 5 |
Authors | ||
4 |
Name | Order | Citations | PageRank |
---|---|---|---|
José Santos Reyes | 1 | 75 | 16.25 |
Manuel Cabarcos | 2 | 4 | 1.69 |
Ramón P. Otero | 3 | 67 | 11.96 |
José Mira | 4 | 992 | 172.12 |