메뉴 건너뛰기




Volumn 22, Issue 5, 2010, Pages 1113-1148

Optimal decision making on the basis of evidence represented in spike trains

Author keywords

[No Author keywords available]

Indexed keywords

ACTION POTENTIAL; ALGORITHM; ARTICLE; BASAL GANGLION; BIOLOGICAL MODEL; BRAIN CORTEX; COMPUTER SIMULATION; DECISION MAKING; HUMAN; NERVE CELL; NERVE TRACT; NEUROPSYCHOLOGICAL TEST; NORMAL DISTRIBUTION; PHYSIOLOGY; POISSON DISTRIBUTION; SENSORY RECEPTOR; TIME;

EID: 77953345988     PISSN: 08997667     EISSN: 1530888X     Source Type: Journal    
DOI: 10.1162/neco.2009.05-09-1025     Document Type: Article
Times cited : (27)

References (63)
  • 3
    • 57649192772 scopus 로고    scopus 로고
    • Probabilistic population codes for Bayesian decision making
    • Beck, J., Ma, W.J., Kiani, R., Hanks, T., Churchland, A.K., Roitman, J., et al. (2008). Probabilistic population codes for Bayesian decision making. Neuron, 60, 1142-1152.
    • (2008) Neuron , vol.60 , pp. 1142-1152
    • Beck, J.1    Ma, W.J.2    Kiani, R.3    Hanks, T.4    Churchland, A.K.5    Roitman, J.6
  • 4
    • 84882486851 scopus 로고    scopus 로고
    • Optimal decision-making theories
    • J.-C. Dreher & L. Tremblay (Eds.). Orlando, FL: Academic Press
    • Bogacz, R. (2009). Optimal decision-making theories. In J.-C. Dreher & L. Tremblay (Eds.), Handbook of reward and decision making (pp. 375-397). Orlando, FL: Academic Press.
    • (2009) Handbook of reward and decision making , pp. 375-397
    • Bogacz, R.1
  • 5
    • 33750347385 scopus 로고    scopus 로고
    • The physics of optimal decision making: A formal analysis of models of performance in two-alternative forced choice
    • Bogacz, R., Brown, E., Moehlis, J., Hu, P., Holmes, P., & Cohen, J. (2006). The physics of optimal decision making: A formal analysis of models of performance in two-alternative forced choice. Psychological Review, 113, 700-765.
    • (2006) Psychological Review , vol.113 , pp. 700-765
    • Bogacz, R.1    Brown, E.2    Moehlis, J.3    Hu, P.4    Holmes, P.5    Cohen, J.6
  • 6
    • 33847145317 scopus 로고    scopus 로고
    • The basal ganglia and cortex implement optimal decision making between alternative actions
    • Bogacz, R., & Gurney, K. (2007). The basal ganglia and cortex implement optimal decision making between alternative actions. Neural Computation, 19, 442-477.
    • (2007) Neural Computation , vol.19 , pp. 442-477
    • Bogacz, R.1    Gurney, K.2
  • 8
    • 34548544993 scopus 로고    scopus 로고
    • Extending a biologically inspired model of choice: Multi-alternatives, nonlinearity and value-based multidimensional choice
    • Bogacz, R., Usher, M., Zhang, J., & McClelland, J. (2007). Extending a biologically inspired model of choice: Multi-alternatives, nonlinearity and value-based multidimensional choice. Philosophical Transactions of the Royal Society, Series B, 362, 1655-1670.
    • (2007) Philosophical Transactions of the Royal Society, Series B , vol.362 , pp. 1655-1670
    • Bogacz, R.1    Usher, M.2    Zhang, J.3    McClelland, J.4
  • 9
    • 77953334481 scopus 로고    scopus 로고
    • Extending a biologically inspired model of choice: Multi-alternatives, nonlinearity and value-based multidimensional choice
    • A. Seth, T. Prescott, & J. Bryson (Eds.) . Cambridge: Cambridge University Press. (in press)
    • Bogacz, R., Usher, M., Zhang, J., &McClelland, J. (in press). Extending a biologically inspired model of choice: Multi-alternatives, nonlinearity and value-based multidimensional choice. In A. Seth, T. Prescott, & J. Bryson (Eds.), Modelling natural action selection. Cambridge: Cambridge University Press.
    • Modelling natural action selection
    • Bogacz, R.1    Usher, M.2    Zhang, J.3    McClelland, J.4
  • 10
    • 0026482814 scopus 로고
    • The analysis of visual motion: A comparison of neuronal and psychophysical performance
    • Britten, K., Shadlen, M., Newsome, W., & Movshon, J. (1992). The analysis of visual motion: A comparison of neuronal and psychophysical performance. Journal of Neuroscience, 12, 4745-4765.
    • (1992) Journal of Neuroscience , vol.12 , pp. 4745-4765
    • Britten, K.1    Shadlen, M.2    Newsome, W.3    Movshon, J.4
  • 11
    • 0027692046 scopus 로고
    • Responses of neurons in macaque MT to stochastic motion signals
    • Britten, K., Shadlen, M., Newsome, W., & Movshon, J. (1993). Responses of neurons in macaque MT to stochastic motion signals. Visual Neuroscience, 10, 1157-1169.
    • (1993) Visual Neuroscience , vol.10 , pp. 1157-1169
    • Britten, K.1    Shadlen, M.2    Newsome, W.3    Movshon, J.4
  • 14
    • 33745773968 scopus 로고    scopus 로고
    • Modeling the effects of payoff on response bias in a perceptual discrimination task: Bound-change, drift-rate-change, or twostage-processing hypothesis
    • Diederich, A., & Busemeyer, J. (2006). Modeling the effects of payoff on response bias in a perceptual discrimination task: Bound-change, drift-rate-change, or twostage-processing hypothesis. Perception and Psychophysics, 68(2), 194-207.
    • (2006) Perception and Psychophysics , vol.68 , Issue.2 , pp. 194-207
    • Diederich, A.1    Busemeyer, J.2
  • 16
    • 0015238875 scopus 로고
    • Response properties and receptive fields of cells in an anatomically defined region of the superior temporal sulcus in the monkey
    • Dubner, R., & Zeki, Z. (1971). Response properties and receptive fields of cells in an anatomically defined region of the superior temporal sulcus in the monkey. Brain Research, 35(2), 528-532.
    • (1971) Brain Research , vol.35 , Issue.2 , pp. 528-532
    • Dubner, R.1    Zeki, Z.2
  • 18
    • 0035155538 scopus 로고    scopus 로고
    • Neural computations that underlie decisions about sensory stimuli
    • Gold, J., & Shadlen, M. (2001). Neural computations that underlie decisions about sensory stimuli. Trends in Cognitive Sciences, 5, 10-16.
    • (2001) Trends in Cognitive Sciences , vol.5 , pp. 10-16
    • Gold, J.1    Shadlen, M.2
  • 19
    • 0037057757 scopus 로고    scopus 로고
    • Banburismus and the brain: Decoding the relationship between sensory stimuli, decisions and reward
    • Gold, J., &Shadlen, M. (2002). Banburismus and the brain: Decoding the relationship between sensory stimuli, decisions and reward. Neuron, 36, 299-308.
    • (2002) Neuron , vol.36 , pp. 299-308
    • Gold, J.1    Shadlen, M.2
  • 21
    • 0042922907 scopus 로고    scopus 로고
    • Apamin-sensitive small conductance calcium-activated potassium channels, through their selective coupling to voltagegated calcium channels, are critical determinants of the precision, pace, and pattern of action potential generation in rat subthalamic nucleus neurons in vitro
    • Hallworth, N., Wilson, C., & Bevan, M. (2003). Apamin-sensitive small conductance calcium-activated potassium channels, through their selective coupling to voltagegated calcium channels, are critical determinants of the precision, pace, and pattern of action potential generation in rat subthalamic nucleus neurons in vitro. Journal of Neuroscience, 23, 7525-7542.
    • (2003) Journal of Neuroscience , vol.23 , pp. 7525-7542
    • Hallworth, N.1    Wilson, C.2    Bevan, M.3
  • 22
    • 33745758495 scopus 로고    scopus 로고
    • Optimal representation of sensory information by neural populations
    • Jazayeri, M., &Movshon, J.A. (2006).Optimal representation of sensory information by neural populations. Nature Neuroscience, 9, 690-696.
    • (2006) Nature Neuroscience , vol.9 , pp. 690-696
    • Jazayeri, M.1    Movshon, J.A.2
  • 24
    • 41149144550 scopus 로고    scopus 로고
    • Bounded integration in parietal cortex underlies decisions even when viewing duration is dictated by the environment
    • Kiani, R., Hanks, T., & Shadlen, M. (2008). Bounded integration in parietal cortex underlies decisions even when viewing duration is dictated by the environment. Journal of Neuroscience, 28(12), 3017-3029.
    • (2008) Journal of Neuroscience , vol.28 , Issue.12 , pp. 3017-3029
    • Kiani, R.1    Hanks, T.2    Shadlen, M.3
  • 25
    • 0033359602 scopus 로고    scopus 로고
    • Neural correlates of a decision in the dorsolateral prefrontal cortex of the macaque
    • Kim, J.N., &Shadlen, M.N. (1999).Neural correlates of a decision in the dorsolateral prefrontal cortex of the macaque. Nature Neuroscience, 2, 176-185.
    • (1999) Nature Neuroscience , vol.2 , pp. 176-185
    • Kim, J.N.1    Shadlen, M.N.2
  • 28
    • 33750437292 scopus 로고    scopus 로고
    • Bayesian inference with probabilistic population codes
    • Ma, W.J., Beck, J.M., Latham, P.E., & Pouget, A. (2006). Bayesian inference with probabilistic population codes. Nature Neuroscience, 9, 1432-1438.
    • (2006) Nature Neuroscience , vol.9 , pp. 1432-1438
    • Ma, W.J.1    Beck, J.M.2    Latham, P.E.3    Pouget, A.4
  • 29
    • 0020541361 scopus 로고
    • Functional properties of neurons in middle temporal visual area of the macaquemonkey. I. Selectivity for stimulus direction, speed, and orientation
    • Maunsell, J., & Van Essen, D.C. (1983a). Functional properties of neurons in middle temporal visual area of the macaquemonkey. I. Selectivity for stimulus direction, speed, and orientation. Journal of Neurophysiology, 49(5), 1127-1147.
    • (1983) Journal of Neurophysiology , vol.49 , Issue.5 , pp. 1127-1147
    • Maunsell, J.1    Van Essen, D.C.2
  • 30
    • 0020623708 scopus 로고
    • Functional properties of neurons in middle temporal visual area of the macaque monkey. II. Binocular interactions and sensitivity to binocular disparity
    • Maunsell, J., & Van Essen, D.C. (1983b). Functional properties of neurons in middle temporal visual area of the macaque monkey. II. Binocular interactions and sensitivity to binocular disparity. Journal of Neurophysiology, 49(5), 1148-1167.
    • (1983) Journal of Neurophysiology , vol.49 , Issue.5 , pp. 1148-1167
    • Maunsell, J.1    Van Essen, D.C.2
  • 31
    • 0142219854 scopus 로고    scopus 로고
    • A role for neural integrators in perceptual decision making
    • Mazurek, M., Roitman, J., Ditterich, J., & Shadlen, M. (2003). A role for neural integrators in perceptual decision making. Cerebral Cortex, 13, 1257-1269.
    • (2003) Cerebral Cortex , vol.13 , pp. 1257-1269
    • Mazurek, M.1    Roitman, J.2    Ditterich, J.3    Shadlen, M.4
  • 32
  • 33
    • 0028030352 scopus 로고
    • Electrophysiology of globus pallidus neurons in vitro
    • Nambu, A., & Llinas, R. (1994). Electrophysiology of globus pallidus neurons in vitro. Journal of Neurophysiology, 72, 1127-1139.
    • (1994) Journal of Neurophysiology , vol.72 , pp. 1127-1139
    • Nambu, A.1    Llinas, R.2
  • 34
    • 0023881335 scopus 로고
    • A selective impairment of motion perception following lesions of the middle temporal visual area (MT)
    • Newsome, W.T., & Par'e, E. B. (1988). A selective impairment of motion perception following lesions of the middle temporal visual area (MT). Journal of Neuroscience, 8, 2201-22711.
    • (1988) Journal of Neuroscience , vol.8 , pp. 2201-22711
    • Newsome, W.T.1    Par'e, E.B.2
  • 35
    • 43749098760 scopus 로고    scopus 로고
    • Perceptual decisions between multiple directions of visual motion
    • Niwa, M., & Ditterich, J. (2008). Perceptual decisions between multiple directions of visual motion. Journal of Neuroscience, 28(17), 4435-4445.
    • (2008) Journal of Neuroscience , vol.28 , Issue.17 , pp. 4435-4445
    • Niwa, M.1    Ditterich, J.2
  • 37
    • 0013907950 scopus 로고
    • Stochastic models of choice behaviour: Response probabilities and latencies of finite Markov chain systems
    • Pike, A.R. (1966). Stochastic models of choice behaviour: Response probabilities and latencies of finite Markov chain systems. British Journal of Mathematical and Statistical Psychology, 19(1), 15-32.
    • (1966) British Journal of Mathematical and Statistical Psychology , vol.19 , Issue.1 , pp. 15-32
    • Pike, A.R.1
  • 38
    • 77953350991 scopus 로고
    • A theory of memory retrieval
    • Ratcliff, R. (1978). A theory of memory retrieval. Psychological Review, 95, 238-255.
    • (1978) Psychological Review , vol.95 , pp. 238-255
    • Ratcliff, R.1
  • 39
    • 0023989607 scopus 로고
    • Continuous versus discrete information processing: Modeling accumulation of partial information
    • Ratcliff, R. (1988). Continuous versus discrete information processing: Modeling accumulation of partial information. Psychological Review, 95, 238-255.
    • (1988) Psychological Review , vol.95 , pp. 238-255
    • Ratcliff, R.1
  • 40
    • 41849150773 scopus 로고    scopus 로고
    • The diffusion decision model: Theory and data for two-choice decision tasks
    • Ratcliff, R., & McKoon, G. (2008). The diffusion decision model: Theory and data for two-choice decision tasks. Neural computation, 20(4), 873-922.
    • (2008) Neural computation , vol.20 , Issue.4 , pp. 873-922
    • Ratcliff, R.1    McKoon, G.2
  • 41
    • 1942507523 scopus 로고    scopus 로고
    • A comparison of sequential sampling models for two-choice reaction time
    • Ratcliff, R., & Smith, P.L. (2004). A comparison of sequential sampling models for two-choice reaction time. Psychology Review, 111, 333-367.
    • (2004) Psychology Review , vol.111 , pp. 333-367
    • Ratcliff, R.1    Smith, P.L.2
  • 42
    • 0036850727 scopus 로고    scopus 로고
    • Response of neurons in the lateral intraparietal area during a combined visual discrimination reaction time task
    • Roitman, J.D., & Shadlen, M.N. (2002). Response of neurons in the lateral intraparietal area during a combined visual discrimination reaction time task. Journal of Neuroscience, 22, 9475-9489.
    • (2002) Journal of Neuroscience , vol.22 , pp. 9475-9489
    • Roitman, J.D.1    Shadlen, M.N.2
  • 43
    • 0035230217 scopus 로고    scopus 로고
    • Neural basis of deciding, choosing and acting
    • Schall, J. (2001). Neural basis of deciding, choosing and acting. Nature Reviews Neuroscience, 2, 33-42.
    • (2001) Nature Reviews Neuroscience , vol.2 , pp. 33-42
    • Schall, J.1
  • 45
    • 67649248057 scopus 로고    scopus 로고
    • The speed and accuracy of a simple perceptual decision: A mathematical primer
    • K. Doya, S. Ishii, R. Rao, & A. Pouget (Eds.). Cambridge, MA: MIT Press
    • Shadlen, M., Hanks, T., Churchland, A., Kiani, R., & Yang, T. (2006). The speed and accuracy of a simple perceptual decision: A mathematical primer. In K. Doya, S. Ishii, R. Rao, & A. Pouget (Eds.), Bayesian brain: Probabilistic approaches to neural coding. Cambridge, MA: MIT Press.
    • (2006) Bayesian brain: Probabilistic approaches to neural coding
    • Shadlen, M.1    Hanks, T.2    Churchland, A.3    Kiani, R.4    Yang, T.5
  • 46
    • 0032525177 scopus 로고    scopus 로고
    • The variable discharge of cortical neurons: Implications for connectivity computation, and information coding
    • Shadlen, M.N., &Newsome, W.T. (1998). The variable discharge of cortical neurons: Implications for connectivity, computation, and information coding. Journal of Neuroscience, 18, 3870-3896.
    • (1998) Journal of Neuroscience , vol.18 , pp. 3870-3896
    • Shadlen, M.N.1    Newsome, W.T.2
  • 47
    • 0034796381 scopus 로고    scopus 로고
    • Neural basis of a perceptual decision in the parietal cortex (area lip) of the rhesus monkey
    • Shadlen, M.N., & Newsome, W.T. (2001). Neural basis of a perceptual decision in the parietal cortex (area lip) of the rhesus monkey. Journal of Neurophysiology, 86, 1916-1936.
    • (2001) Journal of Neurophysiology , vol.86 , pp. 1916-1936
    • Shadlen, M.N.1    Newsome, W.T.2
  • 48
    • 33749057865 scopus 로고    scopus 로고
    • Rapid decision threshold modulation by reward rate in a neural network
    • Simen, P., Cohen, J., & Holmes, P. (2006). Rapid decision threshold modulation by reward rate in a neural network. Neural Networks, 19, 1013-1026.
    • (2006) Neural Networks , vol.19 , pp. 1013-1026
    • Simen, P.1    Cohen, J.2    Holmes, P.3
  • 51
    • 0040039121 scopus 로고
    • On the cumulants of renewal processes
    • Smith, W.L. (1959). On the cumulants of renewal processes. Biometrika, 46(1), 1-29.
    • (1959) Biometrika , vol.46 , Issue.1 , pp. 1-29
    • Smith, W.L.1
  • 52
    • 0026598803 scopus 로고
    • The response of neurons in areas V1 and MT of the alert rhesus monkey to moving random dot patterns
    • Snowden, R.J., Treue, S., & Andersen, R.A. (1992). The response of neurons in areas V1 and MT of the alert rhesus monkey to moving random dot patterns. Experimental Brain Research, 88, 389-400.
    • (1992) Experimental Brain Research , vol.88 , pp. 389-400
    • Snowden, R.J.1    Treue, S.2    Andersen, R.A.3
  • 53
    • 0027498486 scopus 로고
    • The highly irregular firing of cortical cells is inconsistent with temporal integration of random EPSPs
    • Softky, W.R., & Koch, C. (1993). The highly irregular firing of cortical cells is inconsistent with temporal integration of random EPSPs. Journal of Neuroscience, 113, 334-350.
    • (1993) Journal of Neuroscience , vol.113 , pp. 334-350
    • Softky, W.R.1    Koch, C.2
  • 54
    • 0020563088 scopus 로고
    • The statistical reliability of signals in single neurons in cat and monkey visual cortex
    • Tolhurst, D.J., Movshon, J.A., & Dean, A.F. (1983). The statistical reliability of signals in single neurons in cat and monkey visual cortex. Vision Research, 23(8), 775-785.
    • (1983) Vision Research , vol.23 , Issue.8 , pp. 775-785
    • Tolhurst, D.J.1    Movshon, J.A.2    Dean, A.F.3
  • 55
    • 85047685362 scopus 로고    scopus 로고
    • On the time course of perceptual choice: The leaky competing accumulator model
    • Usher, M., & McClelland, J.L. (2001). On the time course of perceptual choice: The leaky competing accumulator model. Psychological Review, 108, 550-592.
    • (2001) Psychological Review , vol.108 , pp. 550-592
    • Usher, M.1    McClelland, J.L.2
  • 56
    • 0014698424 scopus 로고
    • Evidence for an accumulator model of psychophysical discrimination
    • Vickers, D. (1970). Evidence for an accumulator model of psychophysical discrimination. Ergonomics, 13(1), 37-58.
    • (1970) Ergonomics , vol.13 , Issue.1 , pp. 37-58
    • Vickers, D.1
  • 58
    • 0000193326 scopus 로고
    • Optimum character of the sequential probability ratio test
    • Wald, A., & Wolfwitz, J. (1948). Optimum character of the sequential probability ratio test. Annals of Mathematical Statistics, 19, 326-339.
    • (1948) Annals of Mathematical Statistics , vol.19 , pp. 326-339
    • Wald, A.1    Wolfwitz, J.2
  • 59
    • 3142756920 scopus 로고    scopus 로고
    • A model of reverse spike frequency adaptation and repetitive firing of subthalamic nucleus neurons
    • Wilson, C., Weyrick, A., Terman, D., Hallworth, N., & Bevan, M. (2004). A model of reverse spike frequency adaptation and repetitive firing of subthalamic nucleus neurons. Journal of Neurophysiology, 91, 1963-1980.
    • (2004) Journal of Neurophysiology , vol.91 , pp. 1963-1980
    • Wilson, C.1    Weyrick, A.2    Terman, D.3    Hallworth, N.4    Bevan, M.5
  • 60
    • 28044441132 scopus 로고    scopus 로고
    • Synaptic background activity controls spike transfer from thalamus to cortex
    • Wolfart, J., Debay, D., Le Masson, G., Destexhe, A., & Bal, T. (2005). Synaptic background activity controls spike transfer from thalamus to cortex. Nature Neuroscience, 8, 1760-1767.
    • (2005) Nature Neuroscience , vol.8 , pp. 1760-1767
    • Wolfart, J.1    Debay, D.2    Le Masson, G.3    Destexhe, A.4    Bal, T.5
  • 61
    • 32544439341 scopus 로고    scopus 로고
    • A recurrent network mechanism of time integration in perceptual decisions
    • Wong, K., &Wang, X. (2006). A recurrent network mechanism of time integration in perceptual decisions. Journal of Neuroscience, 26(4), 1314-1328.
    • (2006) Journal of Neuroscience , vol.26 , Issue.4 , pp. 1314-1328
    • Wong, K.1    Wang, X.2
  • 62
    • 0018871736 scopus 로고
    • The response properties of cells in the middle temporal area (area MT) of owl monkey visual cortex
    • Zeki, S.M. (1980). The response properties of cells in the middle temporal area (area MT) of owl monkey visual cortex. Proceedings of the Royal Society of London, Series B, 207(1167), 239-248.
    • (1980) Proceedings of the Royal Society of London, Series B , vol.207 , Issue.1167 , pp. 239-248
    • Zeki, S.M.1
  • 63
    • 0028290996 scopus 로고
    • Correlated neuronal discharge rate and its implications for psychophysical performance
    • Zohary, E., Shadlen, M., & Newsome, W. (1994). Correlated neuronal discharge rate and its implications for psychophysical performance. Nature, 370, 140-143.
    • (1994) Nature , vol.370 , pp. 140-143
    • Zohary, E.1    Shadlen, M.2    Newsome, W.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.