Hardware implementation of a new artificial neuron.
Int J Neural Syst
; 15(6): 427-33, 2005 Dec.
Article
in En
| MEDLINE
| ID: mdl-16385632
This paper describes an FPGA (Field Programmable Gate Arrays) implementation of a new type of neuron, the Quantron. The goal is to demonstrate the capability of current technology to closely recreate the human body's reaction to a change of temperature. This is accomplished by creating a function that adds a number of kernels at different frequencies depending on the external temperature. Once the sum of the kernels reaches a certain threshold, the artificial neural network, equivalent to its biological counterpart, "reacts" by sending a specific output signal designed to trigger a response. The various elements of each subsystem are discussed and implemented in software and hardware. The results are analyzed in terms of accuracy and efficiency compared to the biological equivalent.
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Collection:
01-internacional
Database:
MEDLINE
Main subject:
Neural Networks, Computer
/
Models, Neurological
/
Neurons
Limits:
Humans
Language:
En
Journal:
Int J Neural Syst
Year:
2005
Document type:
Article