neuromorphic sensor

neuromorphic sensor

stimulus-sensing analogue electronic circuits modeled on biologic systems.
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Specifically, three clustering algorithms, i.e., DBSCAN, MeanShift, and WaveCluster, were explored to deal with the sparse data from neuromorphic sensor. After studying the detection results, the DBSCAN was selected for further detection stage due to its more robust and accurate outcome.
The reason mainly lies in the immaturity of neuromorphic sensor technology.
In order to elucidate the mechanism of neuromorphic sensors more clearly, a comparison between standard frame-based cameras and neuromorphic vision sensors is shown in Figure 1.
A promising solution to this problem is the recent availability of state-of-the-art neuromorphic sensors, which produce asynchronous event-based output in a form for neuromorphic processing.