1.2k citations
- Commonwealth Scientific and Industrial Research OrganisationAU175 papers
- Astronomy and SpaceAU135 papers
- International Centre for Radio Astronomy ResearchAU123 papers
- Australia Telescope National FacilityAU114 papers
- Macquarie UniversityAU92 papers
- Centre National de la Recherche ScientifiqueFR88 papers
- The University of Western AustraliaAU83 papers
- Curtin UniversityAU72 papers
- University of Cape TownZA61 papers
- National Radio Astronomy ObservatoryUS59 papers
- ARC Centre of Excellence for All-sky AstrophysicsAU54 papers
- University of OxfordGB54 papers
Showing 2014 · cs.NEShow all
3 papers · 2 filters
cs.NE2014
Racing to Learn: Statistical Inference and Learning in a Single Spiking Neuron with Adaptive Kernels
Saeed Afshar, Libin George, Jonathan Tapson +2
This paper describes the Synapto-dendritic Kernel Adapting Neuron (SKAN), a simple spiking neuron model that performs statistical inference and unsupervised learning of spatiotempo…
cs.NE2014
Learning ELM network weights using linear discriminant analysis
Philip de Chazal, Jonathan Tapson, André van Schaik
We present an alternative to the pseudo-inverse method for determining the hidden to output weight values for Extreme Learning Machines performing classification tasks. The method…
cs.NE2014
Online and Adaptive Pseudoinverse Solutions for ELM Weights
André van Schaik, Jonathan Tapson
The ELM method has become widely used for classification and regressions problems as a result of its accuracy, simplicity and ease of use. The solution of the hidden layer weights…