Sparse event streams from a neuromorphic implant, filtered by a new EvFilter, can be decoded by lightweight ANN and SNN decoders with R2 up to 0.73 and 192-554x event reduction.
Neuronal ensemble control of prosthetic devices by a human with tetraplegia,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Architectural Exploration of Hybrid Neural Decoders for Neuromorphic Implantable BMI
Sparse event streams from a neuromorphic implant, filtered by a new EvFilter, can be decoded by lightweight ANN and SNN decoders with R2 up to 0.73 and 192-554x event reduction.