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Event-Driven Sensing for Efficient Perception: Vision and audition algorithms

delete2019-11-01
delete55
PRE
AI
S
Shih‐Chii Liu *
B
Bodo Rueckauer
E
Enea Ceolini
A
Adrian Huber
T
Tobi Delbrück
DOI:10.1109/MSP.2019.2928127delete
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摘要

摘要

En 中文
Event sensors implement circuits that capture partial functionality of biological sensors, such as the retina and cochlea. As with their biological counterparts, event sensors are drivers of their own output. That is, they produce dynamically sampled binary events to dynamically changing stimuli. Algorithms and networks that process this form of output representation are still in their infancy, but they show strong promise. This article illustrates the unique form of the data produced by the sensors and demonstrates how the properties of these sensor outputs make them useful for power-efficient, low-latency systems working in real time.
Keyword:
Retina
Voltage control
Biosensors
Sensor systems
Signal processing algorithms
Chemical sensors
Heuristic algorithms
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期刊

IEEE Signal Processing Magazine 封面图
IEEE Signal Processing Magazine
IF:
9.6
论文数:
1.1W
被引数:
1.7W

机构

U
university of zurich
学者数:
5.1W
论文数: 4.0W
被引数: 65
E
ETH Zurich
学者数:
3.0W
论文数: 2.4W
被引数: 8.4W
S
swiss federal institutes of technology domain
学者数:
9.0W
论文数: 8.0W
被引数: 163
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