Statistical smoothing of neuronal data

Network: Computation in Neural Systems

Volumn 14, Issue 1, 2003, Pages 5-15

  Kass, Robert E ^a   Ventura, Valérie ^a   Cai, Can ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACTION POTENTIAL; ARTICLE; BAYES THEOREM; BIOLOGICAL MODEL; COMPARATIVE STUDY; CONFERENCE PAPER; HISTOGRAM; NERVE CELL; NERVE CELL NETWORK; NERVE FUNCTION; PHYSIOLOGY; POISSON DISTRIBUTION; REGRESSION ANALYSIS; SIGNAL PROCESSING; STATISTICAL ANALYSIS; STATISTICAL DISTRIBUTION; TIME;

ACTION POTENTIALS; BAYES THEOREM; DATA INTERPRETATION, STATISTICAL; MODELS, NEUROLOGICAL; NEURONS; PHYSIOLOGY; SIGNAL PROCESSING, COMPUTER-ASSISTED; STATISTICAL DISTRIBUTIONS; TIME FACTORS;

EID: 0346256712     PISSN: 0954898X     EISSN: None     Source Type: Journal    
DOI: 10.1088/0954-898X/14/1/301     Document Type: Conference Paper

References (15)

1. Aertsen A M H J, Gerstein G L, Habib M K and Palm G 1989 Dynamics of neuronal firing correlation: modulation of 'effective connectivity' J. Neurophys. 61 900-17
2. Baker C I, Behrmann M and Olson C R 2002 Impact of learning on representation of parts and wholes in monkey inferotemporal cortex Nat. Neurosci. 5 1210-16
3. Brody C D 1999 Correlations without synchrony Neural Comput. 11 1537-51
4. Brown B N, Barbieri R, Ventura V, Kass R E and Frank L M 2002 The time-rescaling theorem and its applications to neural spike train data analysis Neural Comput. 14 325-46
5. Cox D R and Miller H D 1965 The Theory of Stochastic Processes (London: Methuen)
6. DiMatteo I, Genovese C R and Kass R E 2001 Bayesian curve-fitting with free-knot splines Biometrika 88 1055-71
7. Hansen M H and Kooperberg C 2002 Spline adaptation in extended linear models Stat. Sci. 17 2-51 (with discussion)
8. Johnson D 1996 Point process models of single-neuron discharges J. Comput. Neurosci. 3 275-99
9. Kass R E and Ventura V 2001 A spike-train probability model Neural Comput. 13 1713-20
10. Kass R E and Wallstrom G 2002 Comment on Hansen and Kooperberg's paper Stat. Sci. 17 24-30
11. Olson C R, Gettner S N, Ventura V, Carta R and Kass R E 2000 Neuronal activity in macaque supplementary eye field during planning of saccades in response to pattern and spatial cues J. Neurophys. 84 1369-84
12. Olson C R and Rollenhagen J E 1999 Low-frequency oscillations in Macaque IT cortex during competitive interactions between stimuli Soc. Neurosci. Abstr. 25 916
13. Silverman B W 1986 Density Estimation for Statistics and Data Analysis (London: Chapman and Hall)
14. Venables W N and Ripley B D 1999 Modern Applied Statistics with S-PLUS 3rd edn (New York: Springer)
15. Ventura V, Carta R, Kass R E, Oslon C R and Gettner S N 2002 Statistical analysis of temporal evolution in single-neuron firing rates Biostatistics 1 1-20