Description

Book Synopsis
This book provides a sound mathematical and technical perspective in functional and structural retina models, presents evaluation metrics to assess those models, and provides insights about the models hardware implementation.It begins by introducing the retina anatomy and its workings in a detailed way suitable for an engineering audience, while providing the mathematical analysis of the retina neural response. Moreover, it explores and establishes a framework for the comparison of retina models by organizing a set of metrics for testing and evaluating the different models.The book follows a signal processing perspective, where all models and metrics are discretized in order to be implemented and tested in a digital system, such as a computer or a specialized dedicated hardware device.

Table of Contents
Human Vision System and Visual Neuroprosthesis; Characterization of the Neural Response; Retina Models; Neural Activity Metrics and Evaluation of the Models; Design and Implementation of Bioelectronic Vision Systems.

Bioelectronic Vision: Retina Models, Evaluation

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    A Hardback by Joao Carlos Martins, Leonel Augusto Sousa

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      Publisher: World Scientific Publishing Co Pte Ltd
      Publication Date: Publication Date: 06/01/2009
      ISBN13: 9789812794307, 978-9812794307
      ISBN10: 9812794301

      Description

      Book Synopsis
      This book provides a sound mathematical and technical perspective in functional and structural retina models, presents evaluation metrics to assess those models, and provides insights about the models hardware implementation.It begins by introducing the retina anatomy and its workings in a detailed way suitable for an engineering audience, while providing the mathematical analysis of the retina neural response. Moreover, it explores and establishes a framework for the comparison of retina models by organizing a set of metrics for testing and evaluating the different models.The book follows a signal processing perspective, where all models and metrics are discretized in order to be implemented and tested in a digital system, such as a computer or a specialized dedicated hardware device.

      Table of Contents
      Human Vision System and Visual Neuroprosthesis; Characterization of the Neural Response; Retina Models; Neural Activity Metrics and Evaluation of the Models; Design and Implementation of Bioelectronic Vision Systems.

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