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 Presentation

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<ul><li><p>Pulsed NeuronsNeil E. CotterECE DepartmentUniversity of Utah</p></li><li><p>Overview Problems solved by pulsed biological neurons</p><p> Description of pulsed biological neurons</p><p> Research opportunities related to pulsed neurons</p></li><li><p>Problems Solved by Biological Neurons Image recognition in varied settings</p><p> Speech recognition in noise</p><p> Control and navigation in difficult terrain[1][2][3][4][5][6]</p></li><li><p>Biological NeuronSomaDendritesAxonSynapse</p></li><li><p>Biological Neuron</p></li><li><p>Biological Neuron</p></li><li><p>Biological Neuron</p></li><li><p>Biological Neuron</p></li><li><p>Biological Neuron Self-timed: no external clock signal</p></li><li><p>Biological Neuron Self-timed: no external clock signal Recognizes sub-patterns: use lower threshold</p></li><li><p>Opportunities Describe the mathematics of pulsed neurons</p><p> Devise learning algorithms for pulsed neurons</p><p> Construct electronic pulsed neurons</p></li><li><p>Contact InformationNeil E. CotterECE DeptUniversity of Utahnecotter@ece.utah.eduReferences:[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.</p></li></ul>