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01/26/2022
Meta-learning Spiking Neural Networks with Surrogate Gradient Descent
Adaptive "life-long" learning at the edge and during online task perform...
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03/31/2021
Gesture Similarity Analysis on Event Data Using a Hybrid Guided Variational Auto Encoder
While commercial mid-air gesture recognition systems have existed for at...
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11/01/2020
One-Shot Federated Learning with Neuromorphic Processors
Being very low power, the use of neuromorphic processors in mobile devic...
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08/03/2020
Online Few-shot Gesture Learning on a Neuromorphic Processor
We present the Surrogate-gradient Online Error-triggered Learning (SOEL)...
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10/11/2019