NSS, a two-layer LCA-based spiking neural network with 2-bit graded spikes, sorts tetrode spikes unsupervised and runs inference on Loihi 2, improving drift F1 over a LIF version at modest power cost.
A spike sorting toolbox for up to thousands of electrodes validated with ground truth recordings in vitro and in vivo
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Unsupervised Sparse Coding-based Spiking Neural Network for Real-time Spike Sorting
NSS, a two-layer LCA-based spiking neural network with 2-bit graded spikes, sorts tetrode spikes unsupervised and runs inference on Loihi 2, improving drift F1 over a LIF version at modest power cost.