Quantum Bio-inspired Vision Model on System-on-a-Chip (SoC)

被引：0

作者：

Loo, Chu Kiong ^{[1
]}

Peng, Teh Joo ^{[1
]}

机构：

[1] Multimedia Univ, Fac Engn & Technol, Melaka 75450, Malaysia

来源：

EVOLVABLE SYSTEMS: FROM BIOLOGY TO HARDWARE, PROCEEDINGS | 2008年 / 5216卷

关键词：

Biological-inspired vision; System-on-a-chip; invariant object recognition; FPGA design;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper presents the quantum-like 'brain' for humanoid and experimentally proves a 2D invariant object recognition model inspired by the image processing along the human visual pathway: retina, lateral geniculate nucleus (LGN) and primary visual cortex (VI). It also describes storing the output of the model in quantum holographic memory (a hologram) and the method to reconstruct the Visual representation. The work is implemented as system-on-a-chip in field-programmable gate array (FPGA).

引用

页码：408 / 413

页数：6

共 50 条

[31] NeuFlow: Dataflow Vision Processing System-on-a-Chip
Phi-Hung Pham
Jelaca, Darko
Farabet, Clement
Martini, Berin
LeCun, Yann
Culurciello, Eugenio
[J]. 2012 IEEE 55TH INTERNATIONAL MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS (MWSCAS), 2012, : 1044 - 1047
[32] Edge and motion detection using a bio-inspired CMOS vision chip robust to device mismatches
Park, JH
Kim, JH
Shin, JK
Lee, M
Choi, P
[J]. PROCEEDINGS OF 2003 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS & SIGNAL PROCESSING, PROCEEDINGS, VOLS 1 AND 2, 2003, : 341 - 344
[33] On-chip visual perception of motion:: A bio-inspired connectionist model on FPGA
Torres-Huitzil, C
Girau, B
Castellanos-Sánchez, C
[J]. NEURAL NETWORKS, 2005, 18 (5-6) : 557 - 565
[34] Novel Bio-inspired Infrared Imager with On Chip Computation
McCarley, P.
Caulfield, J.
[J]. 2018 IEEE RESEARCH AND APPLICATIONS OF PHOTONICS IN DEFENSE CONFERENCE (RAPID), 2018, : 337 - 338
[35] Bio-inspired lungs on a chip as an alternative to animal testing
Doryab A.
[J]. BIOspektrum, 2023, 29 (7) : 755 - 757
[36] A bio-inspired infrared imager with on chip object computation
McCarley, Paul L.
Caulfield, John T.
[J]. INFRARED TECHNOLOGY AND APPLICATIONS XL, 2014, 9070
[37] A bio-inspired image local feature representation based on vision network model
Lang, Bo
Fan, Yina
Huang, Jing
[J]. PROCEEDINGS VRCAI 2016: 15TH ACM SIGGRAPH CONFERENCE ON VIRTUAL-REALITY CONTINUUM AND ITS APPLICATIONS IN INDUSTRY, 2016, : 451 - 454
[38] A Bio-inspired Neuromorphic Active Vision System Based on Fixational Eye Movements
Testa, Simone
Indiveri, Giacomo
Sabatini, Silvio P.
[J]. 2020 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2020,
[39] ULSI technologies for system-on-a-chip (SoC) for the next 10 years
Kawamura, S
[J]. SOLID-STATE AND INTEGRATED-CIRCUIT TECHNOLOGY, VOLS 1 AND 2, PROCEEDINGS, 2001, : 29 - 33
[40] Multidisciplinary collaboration methodology for smart perception system-on-a-chip (SoC)
Ewing, RL
Abdel-Aty-Zohdy, HS
Lamont, GB
[J]. ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING, 2001, 28 (02) : 181 - 192

← 1 2 3 4 5 →