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The Artificial Intelligent Pixel (aiPixel)

Publication ,  Conference
Aina, L; Hahn, C; Wallace, C; Islam, MM; Okonkwo, V; Roy, T
Published in: Proceedings of SPIE - The International Society for Optical Engineering
January 1, 2022

The Artificial Intelligent Pixel (aiPixel), a novel in-pixel neural network based on the deconstruction of traditional sensor pixels is presented for the first time for detection, processing and digitizing at the pixel resulting in overall data reduction, background suppression, reduction of the tremendous amount of data generated by current sensors and cameras and implementation of 3rd wave artificial intelligence (AI). The aiPixel) is based on detector pixel innovations that enable vector matrix processing of detected optical signals as compared with the current arithmetically processed photocurrents. Preliminary aiPixel architectures that utilize hardware elements based on UCF’s optoelectronic synapse technology and emulations show the capability for high accuracy for a high number of neurons or subpixels.

Duke Scholars

Published In

Proceedings of SPIE - The International Society for Optical Engineering

DOI

EISSN

1996-756X

ISSN

0277-786X

ISBN

9781510649095

Publication Date

January 1, 2022

Volume

12019
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Aina, L., Hahn, C., Wallace, C., Islam, M. M., Okonkwo, V., & Roy, T. (2022). The Artificial Intelligent Pixel (aiPixel). In Proceedings of SPIE - The International Society for Optical Engineering (Vol. 12019). https://doi.org/10.1117/12.2610301
Aina, L., C. Hahn, C. Wallace, M. M. Islam, V. Okonkwo, and T. Roy. “The Artificial Intelligent Pixel (aiPixel).” In Proceedings of SPIE - The International Society for Optical Engineering, Vol. 12019, 2022. https://doi.org/10.1117/12.2610301.
Aina L, Hahn C, Wallace C, Islam MM, Okonkwo V, Roy T. The Artificial Intelligent Pixel (aiPixel). In: Proceedings of SPIE - The International Society for Optical Engineering. 2022.
Aina, L., et al. “The Artificial Intelligent Pixel (aiPixel).” Proceedings of SPIE - The International Society for Optical Engineering, vol. 12019, 2022. Scopus, doi:10.1117/12.2610301.
Aina L, Hahn C, Wallace C, Islam MM, Okonkwo V, Roy T. The Artificial Intelligent Pixel (aiPixel). Proceedings of SPIE - The International Society for Optical Engineering. 2022.

Published In

Proceedings of SPIE - The International Society for Optical Engineering

DOI

EISSN

1996-756X

ISSN

0277-786X

ISBN

9781510649095

Publication Date

January 1, 2022

Volume

12019