Change-point detection in neuronal spike train activity

Neurocomputing

Volumn 52-54, Issue , 2003, Pages 849-855

  Ratnam, Rama ^a   Goense, Jozien B M ^a   Nelson, Mark E ^a,b  

^a UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

^b UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

Author keywords

Change point detection; CUSUM; Neural coding; Signal detection; Spike train analysis

Indexed keywords

ALGORITHMS; CELLS; COMPUTATIONAL METHODS; SIGNAL PROCESSING;

NEURONAL SPIKE ACTIVITY;

NEUROLOGY;

ADAPTATION; ALGORITHM; ARTICLE; DYNAMICS; ENVIRONMENTAL CHANGE; NERVE CELL; NERVE CELL NETWORK; NERVOUS SYSTEM; NONHUMAN; PRIORITY JOURNAL; SIGNAL PROCESSING; SPIKE WAVE; STATISTICAL ANALYSIS; TASK PERFORMANCE; TRAINING;

EID: 0037780962     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/s0925-2312(02)00815-9     Document Type: Article

References (9)

1. M. Basseville, I.V. Nikiforov, Detection of Abrupt Changes: Theory and Application, Prentice-Hall, Englewood Cliffs, NJ, 1993 (This out-of-print book can be downloaded at http://www.irisa.fr/sigma2/kniga/).
2. J.B.M. Goense, R. Ratnam, M.E. Nelson, Burst firing improves the detection of weak signals in spike trains, Neurocomput., this issue.
3. G. Lorden, Procedures for reacting to a change in distribution, Ann. Math. Stat. 42 (1976) 1897-1908.
4. G.V. Moustakides, Optimal stopping times for detecting changes in distributions, Ann. Stat. 14 (1986) 1379-1387.
5. G.V. Moustakides, Quickest detection of abrupt changes for a class of random processes, IEEE Trans. Inf. Theory 44 (1998) 1965-1968.
6. M.E. Nelson, M. MacIver, Prey capture in the weakly electric fish Apteronotus albifrons: sensory acquisition strategies and electrosensory consequences, J. Exp. Biol. 202 (1999) 1195-1203.
7. E.S. Page, Continuous inspection schemes, Biometrika 14 (1954) 100-115.
8. R. Ratnam, M.E. Nelson, Nonrenewal statistics of electrosensory afferent spike trains: implications for the detection of weak sensory signal, J. Neurosci. 20 (2000) 6672-6683.
9. Y. Ritov, Decision theoretic optimality of the CUSUM procedure, Ann. Stat. 18 (1990) 1464-1469.