DocumentCode :
464973
Title :
A Bio-Inspired Adaptive Retinal Processing Neuron with Multiplexed Spiking Outputs
Author :
Banks, Dylan ; Degenaar, Patrick ; Toumazou, Chris
Author_Institution :
Inst. of Biomed. Eng., Imperial Coll. of Sci., Technol. & Medicine, London
fYear :
2007
fDate :
27-30 May 2007
Firstpage :
2375
Lastpage :
2378
Abstract :
We present an adaptive, current-mode analogue neuron circuit (Boahen, 1996), which adapts its spiking output frequency and pulse width relative to the magnitude and vector of the computation of its input nodes. By modulating the pulse width to represent the output vector signed double byte data transfer protocol along a single channel is enabled: doubling output data bandwidth. This artificial neuron consists of a four quadrant current subtraction circuit, a low power current comparator, and an adaptive spiking output circuit, implementing novel, distributed, focal plane image processing, enabling real-time operation. Each cell consumes 15 pico-joules, and takes 20 milliseconds to process an output decision: allowing it to be integrated within large scale arrays. This biologically inspired circuit imitates the spatial image processing at the Bipolar, Ganglion cell nodes of the retina, and has used these cells´ functions to define its processing algorithms.
Keywords :
analogue processing circuits; current comparators; current-mode circuits; eye; image processing; low-power electronics; neural nets; adaptive current-mode analogue neuron circuit; adaptive spiking output circuit; artificial neuron; bio-inspired adaptive retinal processing neuron; biologically inspired circuit; bipolar Ganglion cell nodes; double byte data transfer protocol; focal plane image processing; four quadrant current subtraction circuit; low power current comparator; multiplexed spiking outputs; pulse width modulation; spatial image processing; Analog computers; Cells (biology); Frequency; Image processing; Neurons; Protocols; Pulse circuits; Pulse width modulation; Retina; Space vector pulse width modulation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 2007. ISCAS 2007. IEEE International Symposium on
Conference_Location :
New Orleans, LA
Print_ISBN :
1-4244-0920-9
Electronic_ISBN :
1-4244-0921-7
Type :
conf
DOI :
10.1109/ISCAS.2007.377937
Filename :
4253153
Link To Document :
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