pulsed neurons
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Pulsed Neurons. Neil E. Cotter. ECE Department University of Utah. Overview. Problems solved by pulsed biological neurons Description of pulsed biological neurons Research opportunities related to pulsed neurons. Problems Solved by Biological Neurons. - PowerPoint PPT PresentationTRANSCRIPT
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Pulsed Neurons
Neil E. Cotter
ECE DepartmentUniversity of Utah
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decompressorare needed to see this picture.Overview
• Problems solved by pulsed biological neurons
• Description of pulsed biological neurons
• Research opportunities related to pulsed neurons
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Problems Solved by Biological Neurons
• Image recognition in varied settings
• Speech recognition in noise
• Control and navigation in difficult terrain[1] [2] [3]
[4] [5] [6]
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Soma
Dendrites
Axon
Synapse
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• Self-timed: no external clock signal
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• Self-timed: no external clock signal• Recognizes sub-patterns: use lower threshold
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• Describe the mathematics of pulsed neurons
• Devise learning algorithms for pulsed neurons
• Construct electronic pulsed neurons
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Neil E. CotterECE DeptUniversity of [email protected]
References:
[1] http://www.hands-free.co.uk/products/index.php?id=4, accessed 09/28/2008.
[2] http://www.geeksugar.com/1751649, accessed 09/28/2008.
[3] http://www.sciencedaily.com/releases/2008/03/080304200855.htm, accessed 09/28/2008.
[4] http://en.wikipedia.org/wiki/R2-D2, accessed 09/28/2008.
[5] http://www.7gadgets.com/2007/10/19/genuine-lost-in-space-robot/2926,accessed 09/28/2008.
[6] http://www.sbcc.org/science/projects/vacuum.html, accessed 09/28/2008.
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