Using Bottlenecks in Feedforward Networks as a Dimension Reduction Technique: An Application to Optimization Tasks

Wiles, Janet; Bakker, Paul; Lynton, Adam; Norris, Michael; Parkinson, Sean; Staples, Mark; Whiteside, Alan

doi:10.1162/neco.1996.8.6.1179

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August 01 1996

Using Bottlenecks in Feedforward Networks as a Dimension Reduction Technique: An Application to Optimization Tasks

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Janet Wiles,

Janet Wiles

Departments of Computer Science and Psychology, The University of Queensland, Queensland 4072, Australia

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Paul Bakker,

Paul Bakker

Departments of Computer Science and Psychology, The University of Queensland, Queensland 4072, Australia

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Adam Lynton,

Adam Lynton

Department of Computer Science, The University of Queensland, Queensland 4072, Australia

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Michael Norris,

Michael Norris

Department of Computer Science, The University of Queensland, Queensland 4072, Australia

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Sean Parkinson,

Sean Parkinson

Department of Computer Science, The University of Queensland, Queensland 4072, Australia

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Mark Staples,

Mark Staples

Department of Computer Science, The University of Queensland, Queensland 4072, Australia

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Alan Whiteside

Department of Computer Science, The University of Queensland, Queensland 4072, Australia

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Author and Article Information

Janet Wiles

Departments of Computer Science and Psychology, The University of Queensland, Queensland 4072, Australia

Paul Bakker

Departments of Computer Science and Psychology, The University of Queensland, Queensland 4072, Australia

Adam Lynton

Department of Computer Science, The University of Queensland, Queensland 4072, Australia

Michael Norris

Department of Computer Science, The University of Queensland, Queensland 4072, Australia

Sean Parkinson

Department of Computer Science, The University of Queensland, Queensland 4072, Australia

Mark Staples

Department of Computer Science, The University of Queensland, Queensland 4072, Australia

Alan Whiteside

Department of Computer Science, The University of Queensland, Queensland 4072, Australia

Received: December 13 1993

Accepted: January 22 1996

Online ISSN: 1530-888X

Print ISSN: 0899-7667

1996

Neural Computation (1996) 8 (6): 1179–1183.

https://doi.org/10.1162/neco.1996.8.6.1179

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Using Bottlenecks in Feedforward Networks as a Dimension Reduction Technique: An Application to Optimization Tasks