A hybrid spiking neural network with temporal convolutions and leaky integrate-and-fire units beats prior accuracy on the Primate Reaching decoding benchmark and is adapted to a realtime-capable 96 ms version.
Home use of a percutaneous wireless intracortical brain- computer interface by individuals with tetraplegia,
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Realtime-Capable Hybrid Spiking Neural Networks for Neural Decoding of Cortical Activity
A hybrid spiking neural network with temporal convolutions and leaky integrate-and-fire units beats prior accuracy on the Primate Reaching decoding benchmark and is adapted to a realtime-capable 96 ms version.