Ge²mS-T introduces multi-dimensional grouped computation with ExpG-IF neurons and GW-SSA attention to jointly optimize memory, accuracy, and energy in spiking vision transformers.
Scaling spike-driven transformer with efficient spike firing approximation training.IEEE Transactions on Pattern Analysis and Machine Intelligence, 47(4):2973–2990
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Ge$^\text{2}$mS-T: Multi-Dimensional Grouping for Ultra-High Energy Efficiency in Spiking Transformer
Ge²mS-T introduces multi-dimensional grouped computation with ExpG-IF neurons and GW-SSA attention to jointly optimize memory, accuracy, and energy in spiking vision transformers.