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Towards Building a Neuromorphic Computer

Name: Towards Building a Neuromorphic Computer
Brand: Scholars' Press
SKU: 06889155
Price: 55.89 EUR
Availability: InStock
Author: Sanjay Kumar Boddhu
ISBN: 9783639707243

A Reconfigurable Hardware Continuous Time Recurrent Neural Network

Sanjay Kumar Boddhu

Language

English

Book Paperback

Libristo code: 06889155

Publishers Scholars' Press, February 2014

In this work, a complete description of the design for implementing a neuromorphic computer has been... Full description

Libristo code: 06889155

137 b

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In this work, a complete description of the design for implementing a neuromorphic computer has been provided with details of the components and concepts used to make it feasible in hardware. The final hardware implemented, is tested with well-defined and well-analyzed configurations and the hardware behaves in concurrence with its simulated counterparts and in accordance with the differential equation guiding the underlying Neuromorhic logic (I.E. of a Continuous Time Recurrent Network (CTRNN)).The neurons and supporting devices are all constructed from commonly available off-the-shelf components and the implementation has been tested to insure a high degree of fidelity between behavior predicted by CTRNN state equations and the correspondingly programmed computer. In addition, it is demonstrated that the constructed device is easy to use and can be employed in a wide variety of research efforts without the need to develop sophisticated electrical engineering knowledge.