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Efficient Decoding With Steady-State Kalman Filter in Neural Interface Systems

The Kalman filter is commonly used in neural interface systems to decode neural activity and estimate the desired movement kinematics. We analyze a low-complexity Kalman filter implementation in which the filter gain is approximated by its steady-state form, computed offline before real-time decodin...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Malik, Wasim Q., Truccolo, Wilson, Brown, Emery N., Hochberg, Leigh R.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2010
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC3044609/
https://ncbi.nlm.nih.gov/pubmed/21078582
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TNSRE.2010.2092443
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