Action potential detection with automatic template matching

S. Kim, J. McNames, Kim Burchiel

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Citations (Scopus)

Abstract

Detecting action potentials has an important role in analyzing extracellular neuronal recordings. Current algorithms require subjective tuning by a user in the form of user-specified parameters. This paper describes a fully automatic template-matching spike detection algorithm that does not require any tuning. This algorithm is robust to noise and performs better than an optimum threshold detection algorithm.

Original languageEnglish (US)
Title of host publicationAnnual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
Pages41-44
Number of pages4
Volume26 I
StatePublished - 2004
Externally publishedYes
EventConference Proceedings - 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2004 - San Francisco, CA, United States
Duration: Sep 1 2004Sep 5 2004

Other

OtherConference Proceedings - 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2004
CountryUnited States
CitySan Francisco, CA
Period9/1/049/5/04

Fingerprint

Template matching
Tuning

Keywords

  • Action potential
  • Globus pallidus internus (GPi)
  • Microelectrode recording (MER)
  • Stereotactic deep brain stimulation (DBS) surgery
  • Subthalamus nucleus (STN)

ASJC Scopus subject areas

  • Bioengineering

Cite this

Kim, S., McNames, J., & Burchiel, K. (2004). Action potential detection with automatic template matching. In Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings (Vol. 26 I, pp. 41-44)

Action potential detection with automatic template matching. / Kim, S.; McNames, J.; Burchiel, Kim.

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. Vol. 26 I 2004. p. 41-44.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kim, S, McNames, J & Burchiel, K 2004, Action potential detection with automatic template matching. in Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. vol. 26 I, pp. 41-44, Conference Proceedings - 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2004, San Francisco, CA, United States, 9/1/04.
Kim S, McNames J, Burchiel K. Action potential detection with automatic template matching. In Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. Vol. 26 I. 2004. p. 41-44
Kim, S. ; McNames, J. ; Burchiel, Kim. / Action potential detection with automatic template matching. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. Vol. 26 I 2004. pp. 41-44
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