LSS-CA-SNN, a spiking network with local synaptic stabilization, channel attention, and SpikeDrop augmentation, outperforms ANN baselines in accuracy and estimated energy on two invasive BCI datasets.
To wards neuromorphic brain-computer interfaces: Model and circui t Co-design of the spiking EEGNet,
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Effective and Efficient Intracortical Brain Signal Decoding with Spiking Neural Networks
LSS-CA-SNN, a spiking network with local synaptic stabilization, channel attention, and SpikeDrop augmentation, outperforms ANN baselines in accuracy and estimated energy on two invasive BCI datasets.