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Financial Time Series Prediction Using Spiking Neural Networks
In this paper a novel application of a particular type of spiking neural network, a Polychronous Spiking Network, was used for financial time series prediction. It is argued that the inherent temporal capabilities of this type of network are suited to non-stationary data such as this. The performanc...
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| Hauptverfasser: | , , |
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| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
Public Library of Science
2014
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| Schlagworte: | |
| Online Zugang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4149346/ https://ncbi.nlm.nih.gov/pubmed/25170618 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0103656 |
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