Construction and analysis of non-Poisson stimulus-response models of neural spiking activity

Journal of Neuroscience Methods

Volumn 105, Issue 1, 2001, Pages 25-37

  Barbieri, Riccardo ^a,b   Quirk, Michael C ^c   Frank, Loren M ^c   Wilson, Matthew A ^c   Brown, Emery N ^a,b  

^a MASSACHUSETTS GENERAL HOSPITAL   (United States)

^b HARVARD MEDICAL SCHOOL   (United States)

^c MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Hippocampal place cells; Inhomogeneous gamma process; Inhomogeneous inverse Gaussian process; Inhomogeneous Poisson process; Interspike interval distributions; Kolmogorov Smirnov plots; Markov models; Quantile quantile plots; Rate rescaling theorem

Indexed keywords

ANIMAL EXPERIMENT; ARTICLE; BEHAVIOR; CONTROLLED STUDY; HIPPOCAMPUS; INFORMATION PROCESSING; MATHEMATICAL ANALYSIS; NERVE CELL; NONHUMAN; POSITION; PRIORITY JOURNAL; PROBABILITY; PYRAMIDAL NERVE CELL; RAT; SPACE; SPATIOTEMPORAL PATTERN; SPIKE; STATISTICAL ANALYSIS; STATISTICAL MODEL; STIMULUS RESPONSE; TASK PERFORMANCE; TECHNIQUE; THEORY; THETA RHYTHM; TIME;

NON-PROGRAMMATIC;

ACTION POTENTIALS; ANIMALS; EXPLORATORY BEHAVIOR; HIPPOCAMPUS; MARKOV CHAINS; MODELS, NEUROLOGICAL; NORMAL DISTRIBUTION; POISSON DISTRIBUTION; PYRAMIDAL CELLS; RATS; RATS, LONG-EVANS; REACTION TIME; SIGNAL PROCESSING, COMPUTER-ASSISTED; SPACE PERCEPTION; STATISTICS, NONPARAMETRIC; TIME FACTORS;

EID: 0035970024     PISSN: 01650270     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0165-0270(00)00344-7     Document Type: Article

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