TNAS-ER uses an ANN-assisted evolutionary search to optimize TTFS SNN architectures, achieving high emotion recognition performance with improved energy efficiency on neuromorphic hardware.
Event-based vision: A survey.IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(1):154–180, 2020
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Neural Architecture Search of Time-to-First-Spike-Coded Spiking Neural Networks for Efficient Eye-based Emotion Recognition
TNAS-ER uses an ANN-assisted evolutionary search to optimize TTFS SNN architectures, achieving high emotion recognition performance with improved energy efficiency on neuromorphic hardware.