Articoli correlati a Spiking Neural Network and Image Processing

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9786200007841: Spiking Neural Network and Image Processing
  • EditoreLAP LAMBERT Academic Publishing
  • Data di pubblicazione2019
  • ISBN 10 6200007845
  • ISBN 13 9786200007841
  • RilegaturaCopertina flessibile
  • LinguaInglese
  • Numero di pagine76

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Soni Adit Chaturvedi|Aleefia A. Khurshid
ISBN 10: 6200007845 ISBN 13: 9786200007841
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Da: moluna, Greven, Germania

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Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Chaturvedi Soni AditSoni Adit Chaturvedi is Ph.D[ Electronics Engineering] M.Tech (Electronics) and B.E.( E &C) Currently working as Associate Professor and Head in E &C Engg. Deptt., PIET,Nagpur. She has a total teaching experience . Codice articolo 289577047

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Soni Adit Chaturvedi
ISBN 10: 6200007845 ISBN 13: 9786200007841
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Da: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germania

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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -In today's world image recognition by the computer is the most concern issue. Recognition of handwriting has become very useful to make the machine learn to interact between human and computer . For pattern classification and recognition ,Neural Networks are the most powerful tools. This book depicts the strategies for hand written English characters (upper and lowercase) .We focus on classification and recognition based on Leaky-Integrate-and fire neuron model and Izhikevich neuron model which are Spiking Neural Network models.This book illustrates about the simulation of Leaky integrate and fire neuron model and Izhikevich neuron model ,and the results are compared in terms of accuracy, simulation time and firing rates for analysis with some further improvements.The successful simulation of few SNN models like LIF model and Izhikevich model for implementing an algorithm as a pattern classifier for English alphabet have been discussed . We report on advantages of SNN such as Mathematical model computation, High Accuracy, Low Power,Less Area, Useful for real time applications for further enhancement and improvement in terms of cost effectiveness. 76 pp. Englisch. Codice articolo 9786200007841

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Soni Adit Chaturvedi
ISBN 10: 6200007845 ISBN 13: 9786200007841
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Da: AHA-BUCH GmbH, Einbeck, Germania

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Taschenbuch. Condizione: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - In today's world image recognition by the computer is the most concern issue. Recognition of handwriting has become very useful to make the machine learn to interact between human and computer . For pattern classification and recognition ,Neural Networks are the most powerful tools. This book depicts the strategies for hand written English characters (upper and lowercase) .We focus on classification and recognition based on Leaky-Integrate-and fire neuron model and Izhikevich neuron model which are Spiking Neural Network models.This book illustrates about the simulation of Leaky integrate and fire neuron model and Izhikevich neuron model ,and the results are compared in terms of accuracy, simulation time and firing rates for analysis with some further improvements.The successful simulation of few SNN models like LIF model and Izhikevich model for implementing an algorithm as a pattern classifier for English alphabet have been discussed . We report on advantages of SNN such as Mathematical model computation, High Accuracy, Low Power,Less Area, Useful for real time applications for further enhancement and improvement in terms of cost effectiveness. Codice articolo 9786200007841

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Chaturvedi, Soni Adit, Khurshid, Aleefia A.
ISBN 10: 6200007845 ISBN 13: 9786200007841
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Da: Mispah books, Redhill, SURRE, Regno Unito

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paperback. Condizione: New. New. book. Codice articolo ERICA82962000078456

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