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  4. Comparison of spike encoding schemes in asynchronous vision sensors: Modeling and design
 
conference paper

Comparison of spike encoding schemes in asynchronous vision sensors: Modeling and design

Yang, Minhao
•
Liu, Shih-Chii
•
Delbruck, Tobi
2014
2014 IEEE International Symposium on Circuits and Systems (ISCAS)
2014 IEEE International Symposium on Circuits and Systems (ISCAS)

Two in-pixel encoding mechanisms to convert analog input to spike output for vision sensors are modeled and compared with the consideration of feedback delay: one is feedback and reset (FAR), and the other is feedback and subtract (FAS). MATLAB simulations of linear signal reconstruction from spike trains generated by the two encoders show that FAR in general has a lower signal-to-distortion ratio (SDR) compared to FAS due to signal loss during the reset phase and hold period, and the SDR merit of FAS increases as the quantization bit number and input signal frequency increases. A 500 µm2 in-pixel circuit implementation of FAS using asynchronous switched capacitors in a UMC 0.18µm 1P6M process is described, and the post-layout simulation results are given to verify the FAS encoding mechanism.

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Type
conference paper
DOI
10.1109/ISCAS.2014.6865713
Author(s)
Yang, Minhao
Liu, Shih-Chii
Delbruck, Tobi
Date Issued

2014

Publisher

IEEE

Published in
2014 IEEE International Symposium on Circuits and Systems (ISCAS)
Start page

2632

End page

2635

Editorial or Peer reviewed

REVIEWED

Written at

OTHER

EPFL units
NCCR-ROBOTICS  
Event nameEvent placeEvent date
2014 IEEE International Symposium on Circuits and Systems (ISCAS)

Melbourne VIC, Australia

1-5 June 2014

Available on Infoscience
August 15, 2014
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/105845
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