Analysis and design of behavioral experiments to characterize population learning

Journal of Neurophysiology

Volumn 93, Issue 3, 2005, Pages 1776-1792

  Smith, Anne C ^a,d   Stefani, Mark R ^c   Moghaddam, Bita ^c   Brown, Emery N ^a,b  

^a MASSACHUSETTS GENERAL HOSPITAL   (United States)

^b HARVARD MEDICAL SCHOOL   (United States)

^c UNIVERSITY OF PITTSBURGH SCHOOL OF MEDICINE   (United States)

^d UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

N METHYL DEXTRO ASPARTIC ACID RECEPTOR BLOCKING AGENT;

ANIMAL EXPERIMENT; ARTICLE; BEHAVIOR; CONTROLLED STUDY; DYNAMICS; LEARNING; NONHUMAN; POPULATION RESEARCH; PRIORITY JOURNAL; RAT; TECHNIQUE; THEORETICAL MODEL;

ALGORITHMS; ANIMALS; BEHAVIOR, ANIMAL; DISCRIMINATION LEARNING; DIZOCILPINE MALEATE; EXCITATORY AMINO ACID ANTAGONISTS; INDIVIDUALITY; MAZE LEARNING; MODELS, BIOLOGICAL; POPULATION DYNAMICS; PROBABILITY; RATS;

EID: 14144252284     PISSN: 00223077     EISSN: None     Source Type: Journal    
DOI: 10.1152/jn.00765.2004     Document Type: Article

References (32)

1. Brown EN, Frank LM, Tang D, Quirk MC, and Wilson MA. A statistical paradigm for neural spike train decoding applied to position prediction from ensemble firing patterns of rat hippocampal place cells. J Neurosci 18: 7411-7425, 1998.
2. De Jong P and Mackinnon MJ. Covariance for smoothed estimates in state-space models. Biometrika 75: 601-602, 1988.
3. Dempster AP, Laird NM, and Rubin DB. Maximum likelihood from incomplete data via EM algorithm. J Royal Stat Soc Series B-Methodol 39: 1-38, 1977.
4. Dias R, Robbins TW, and Roberts AC. Dissociable forms of inhibitory control within prefrontal cortex with an analog of the Wisconsin Card Sort Test: restriction to novel situations and independence from "on-line" processing. J Neurosci 17: 9285-9297, 1997.
5. Eden UT, Frank LM, Barbieri R, Solo V, and Brown EN. Dynamic analyses of neural encoding by point process adaptive filtering. Neural Comput 16: 971-998, 2004.
6. Eichenbaum H, Fagan A, and Cohen NJ. Normal olfactory discrimination learning set and facilitation of reversal learning after medial-temporal damage to rats: implications for an account of preserved learning abilities in amnesia. J Neurosci 6: 1876-1884, 1986.
7. Fahrmeir L and Tutz D. Multivariate Statistical Modeling Based on Generalized Linear Models. New York: Springer-Verlag, 2001.
8. Fox MT, Barense MD, and Baxter MG. Perceptual attentional set-shifting is impaired in rats with neurotoxic lesions of posterior parietal cortex. J Neurosci 23: 676-681, 2003.
9. Gelman A, Carlin JB, Stern HS, and Rubin DB. Bayesian Data Analysis. London: Chapman & Hall, 1995.
10. Jonasson Z, Ballantyne JK, and Baxter MG. Preserved anterograde and retrograde memory of rapidly acquired discriminations after neurotoxic hippocampal lesions. Hippocampus 14; 28-39, 2004.
11. Jones RH. Longitudinal Data with Serial Correlation: A State-Space Approach. New York: Chapman & Hall, 1993.
12. Kakade S and Dayan P. Acquisition and extinction in autoshaping. Psych Rev 109: 533-544, 2002.
13. Kitagawa G and Gersh W. Smoothness Priors Analysis of Time Series. New York: Springer-Verlag, 1996.
14. Laird NM and Ware JH. Random-effects models for longitudinal data. Biometrics 38: 963-974, 1982.
15. Luce RD, Bush RR, and Galanter E. Handbook of Mathematical Psychology. New York: Wiley, 1965.
16. Maclean CJ, Gaffan D, Baker HF, and Ridley RM. Visual discrimination learning impairments produced by combined transactions of the anterior temporal stem, amygdala and fornix in marmoset monkeys. Brain Res 888: 34-50, 2001.
17. Paton JJ, Belova MA, and Salzman CD. Emotional learning in the rhesus monkey. Program No. 718.5. 2003 Abstract Viewer/Itinerary Planner. Washington, DC: Society for Neuroscience. Online, 2003.
18. Pawitan Y. In All Likelihood: Statistical Modeling and Inference Using Likelihood. New York: Oxford Univ. Press, 2001.
19. Roman FS, Simonetto I, and Soumireu-Mourat B. Learning and memory of odor-reward association: selective impairment following horizontal diagonal band lesions. Behav Neurosci 107: 72-81, 1993.
20. Rondi-Reig L, Libbey M, Eichenbaum H, and Tonegawa S. CA1-specific N-methyl-D-aspartate receptor knockout mice are deficient in solving a nonspatial transverse patterning task. Proc Natl Acad Sci USA 98: 3543-3548, 2001.
21. Roweis S and Ghahramani Z. A unifying review of linear Gaussian models. Neural Comput 11: 305-345, 1999.
22. Shumway RH and Stoffer DS. An approach to time series smoothing and forecasting using the EM algorithm. J Time Ser Anal 3: 253-264, 1982.
23. Smith AC and Brown EN. Estimating a state-space model from point process observations. Neural Comput 15: 965-991, 2003.
24. Smith AC, Frank LM, Wirth S, Yanike M, Hu D, Kubota Y, Graybiel AM, Suzuki WA, and Brown EN. Dynamic analysis of learning in behavioral experiments. J Neurosci 24: 447-461, 2004.
25. Stefani MM, Groth K, and Moghaddam B. Glutamate receptors in the rat prefrontal cortex regulate set-shifting ability. Behav Neurosci 117: 728-737, 2003.
26. Stiratelli R, Laird N, and Ware JH. Random-effects models for serial observations with binary response. Biometrics 40: 961-971, 1984.
27. Suppes P. A linear model for a continuum of responses. In: Studies in mathematical learning theory, edited by Bush RR and Estes KK. Stanford, CA: Stanford University Press, 1959, p. 400-414.
28. Suppes P. On deriving models in the social-sciences. Math Comput Model 14: 21-28, 1990.
29. Usher M and McClelland JL. On the time course of perceptual choice: the leaky competing accumulator model. Psychol Rev 108: 550-592, 2001.
30. Whishaw IQ and Tomie J-A. Acquisition and retention by hippocampal rats of simple, conditional, and configural tasks using tactile and olfactory cues: implications for hippocampal function. Behav Neurosci 105: 787-797, 1991.
31. Wirth S, Yanike M, Frank LM, Smith AC, Brown EN, and Suzuki WA. Single neurons in the monkey hippocampus and learning of new associations. Science 300: 1578-1584, 2003.
32. Yu A and Dayan P. Expected and unexpected uncertainty. ACH and NE in the neocortex. News Physiol Sci 2002, 2003.