January 2013
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850 Reads
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550 Citations
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January 2013
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850 Reads
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550 Citations
... These observations motivate to design intelligent models with high noise robustness, specifically for handling the task of audiobased depression diagnosis. Pioneering work and recent advance suggest brain-inspired neuronal computations, such as spiking neural networks (SNNs) [16], [17] and hybrid neural networks [18], [19], which outperform other machine learning models against noises. Most of such networks employ leakyintegrated-fired (LIF) models that mimic the neural impulse transmission mechanism in the brain. ...
January 2013