Unsupervised online learning of temporal information in spiking neural network using TFT-type NOR flash memory devices.
Sign Up to like & getrecommendations! Published in 2019 at "Nanotechnology"
DOI: 10.1088/1361-6528/ab34da
Abstract: Brain-inspired analogue neuromorphic systems based on synaptic array have attracted large attention due to low-power computing. Spike-timing-dependent plasticity (STDP) algorithm is considered as one of the appropriate neuro-inspired techniques to be applied for on-chip learning.… read more here.
Keywords: learning temporal; unsupervised online; tft type; network ... See more keywords
Unsupervised Online Video Object Segmentation With Motion Property Understanding
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DOI: 10.1109/tip.2019.2930152
Abstract: Unsupervised video object segmentation aims to automatically segment moving objects over an unconstrained video without any user annotation. So far, only few unsupervised online methods have been reported in the literature, and their performance is… read more here.
Keywords: video object; motion; unsupervised online; segmentation ... See more keywords
Unsupervised Online Grounding for Social Robots
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DOI: 10.3390/robotics10020066
Abstract: Robots that incorporate social norms in their behaviors are seen as more supportive, friendly, and understanding. Since it is impossible to manually specify the most appropriate behavior for all possible situations, robots need to be… read more here.
Keywords: online grounding; social robots; grounding social; unsupervised online ... See more keywords