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Quest for visual system of the brain to create artificial vision
- Source :
- 2016 IEEE International Meeting for Future of Electron Devices, Kansai (IMFEDK).
- Publication Year :
- 2016
- Publisher :
- IEEE, 2016.
-
Abstract
- The neuromorphic retina is a very large scale integrated (VLSI) circuit whose structure and function are designed to mimic those of retinal neuronal network. We have developed a neuromorphic retina model to study the function of retinal circuits in natural visual environment. The model consists of analog VLSI circuit and Field Programmable Gate Array (FPGA), enabling to reproduce responses of major types of retinal neuron in real time. Using the neuromorphic retina, we conducted “virtual in vivo experiments” in which neuronal images of retinal neurons responding to natural scenes are reproduced in real time. We also applied the neuromorphic retina to robotic vision and visual prosthetics. The neuromorphic device and system provide a novel methodology to advance research not only in electronic engineering but also in neuroscience.
- Subjects :
- Very-large-scale integration
Retina
genetic structures
Computer science
business.industry
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
02 engineering and technology
021001 nanoscience & nanotechnology
eye diseases
Visualization
medicine.anatomical_structure
Neuromorphic engineering
0202 electrical engineering, electronic engineering, information engineering
Biological neural network
medicine
Electronic engineering
Robot
020201 artificial intelligence & image processing
Computer vision
Artificial intelligence
0210 nano-technology
business
Field-programmable gate array
Electronic circuit
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2016 IEEE International Meeting for Future of Electron Devices, Kansai (IMFEDK)
- Accession number :
- edsair.doi...........0440961ee4b9309e292e6c7966573924
- Full Text :
- https://doi.org/10.1109/imfedk.2016.7521660