Kniha Towards Building a Neuromorphic Computer Sanjay Kumar Boddhu

Towards Building a Neuromorphic Computer

A Reconfigurable Hardware Continuous Time Recurrent Neural Network

Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Scholars' Press
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
1 180
In this work, a complete description of the design for implementing a neuromorphic computer has been...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2014
Stránek
108
EAN
9783639707243
ISBN
3639707249
Enbook ID
06889155
Vydavatel
Hmotnost
180
Rozměry
230 x 155 x 11

Kompletní popis

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.

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