메뉴 건너뛰기




Volumn 109, Issue 10, 2013, Pages 2542-2559

Neural integrators for decision making: A favorable tradeoff between robustness and sensitivity

Author keywords

Decision making; Neural integrator

Indexed keywords

ARTICLE; CENTRAL NERVOUS SYSTEM FUNCTION; COGNITION; DECISION MAKING; INFORMATION PROCESSING; MENTAL FUNCTION; NEUROSCIENCE; PRIORITY JOURNAL; SENSORIMOTOR FUNCTION; SENSORY STIMULATION; SYNAPTIC POTENTIAL;

EID: 84878525516     PISSN: 00223077     EISSN: 15221598     Source Type: Journal    
DOI: 10.1152/jn.00976.2012     Document Type: Article
Times cited : (22)

References (63)
  • 1
    • 33745726849 scopus 로고    scopus 로고
    • Neural correlations, population coding and computation
    • Averbeck B, Latham P, Pouget A. Neural correlations, population coding and computation. Nat Rev Neurosci 7: 358-366, 2006.
    • (2006) Nat Rev Neurosci , vol.7 , pp. 358-366
    • Averbeck, B.1    Latham, P.2    Pouget, A.3
  • 2
    • 0035282992 scopus 로고    scopus 로고
    • Correlated firing in macaque visual area MT: Time scales and relationship to behavior
    • Bair W, Zohary E, Newsome WT. Correlated firing in macaque visual area MT: time scales and relationship to behavior. J Neurosci 21: 1676-1697, 2001.
    • (2001) J Neurosci , vol.21 , pp. 1676-1697
    • Bair, W.1    Zohary, E.2    Newsome, W.T.3
  • 4
    • 33750347385 scopus 로고    scopus 로고
    • The physics of optimal decision making: A formal analysis of models of performance in two-alternative forced-choice tasks
    • Bogacz R, Brown E, Holmes P, Cohen JD. The physics of optimal decision making: a formal analysis of models of performance in two-alternative forced-choice tasks. Psychol Rev 113: 700-765, 2006.
    • (2006) Psychol Rev , vol.113 , pp. 700-765
    • Bogacz, R.1    Brown, E.2    Holmes, P.3    Cohen, J.D.4
  • 5
    • 0026482814 scopus 로고
    • The analysis of visual motion: A comparison of neuronal and psychophysical performance
    • Britten KH, Shadlen MN, Newsome WT, Movshon JA. The analysis of visual motion: a comparison of neuronal and psychophysical performance. J Neurosci 12: 4745-4765, 1992.
    • (1992) J Neurosci , vol.12 , pp. 4745-4765
    • Britten, K.H.1    Shadlen, M.N.2    Newsome, W.T.3    Movshon, J.A.4
  • 6
  • 7
    • 0021033361 scopus 로고
    • A proposed neural network for the integrator of the oculomotor system
    • Cannon SC, Robinson DA. A proposed neural network for the integrator of the oculomotor system. Biol Cybern 49: 127-136, 1983.
    • (1983) Biol Cybern , vol.49 , pp. 127-136
    • Cannon, S.C.1    Robinson, D.A.2
  • 9
    • 66249120348 scopus 로고    scopus 로고
    • Estimates of the contribution of single neurons to perception depend on timescale and noise correlation
    • Cohen MR, Newsome WT. Estimates of the contribution of single neurons to perception depend on timescale and noise correlation. J Neurosci 29: 6635-6648, 2009.
    • (2009) J Neurosci , vol.29 , pp. 6635-6648
    • Cohen, M.R.1    Newsome, W.T.2
  • 10
    • 34547928124 scopus 로고    scopus 로고
    • Correlation between neural spike trains increases with firing rate
    • de la Rocha J, Doiron B, Shea-Brown E, Josic K, Reyes A. Correlation between neural spike trains increases with firing rate. Nature 448: 802-806, 2007.
    • (2007) Nature , vol.448 , pp. 802-806
    • de la Rocha, J.1    Doiron, B.2    Shea-Brown, E.3    Josic, K.4    Reyes, A.5
  • 11
    • 33845610186 scopus 로고    scopus 로고
    • Evidence for time-variant decision making
    • Ditterich J. Evidence for time-variant decision making. Eur J Neurosci 24: 3628-3641, 2006.
    • (2006) Eur J Neurosci , vol.24 , pp. 3628-3641
    • Ditterich, J.1
  • 12
    • 0037387478 scopus 로고    scopus 로고
    • Estimating membrane voltage correlations from extracellular spike trains
    • Dorn JD, Ringach DL. Estimating membrane voltage correlations from extracellular spike trains. J Neurophysiol 89: 2271-2278, 2003.
    • (2003) J Neurophysiol , vol.89 , pp. 2271-2278
    • Dorn, J.D.1    Ringach, D.L.2
  • 15
    • 33344467487 scopus 로고    scopus 로고
    • Mechanism of graded persistent cellular activity of entorhinal cortex layer V neurons
    • Fransén E, Tahvildari B, Egorov AV, Hasselmo ME, Alonso AA. Mechanism of graded persistent cellular activity of entorhinal cortex layer V neurons. Neuron 49: 735-746, 2006.
    • (2006) Neuron , vol.49 , pp. 735-746
    • Fransén, E.1    Tahvildari, B.2    Egorov, A.V.3    Hasselmo, M.E.4    Alonso, A.A.5
  • 18
    • 0037057757 scopus 로고    scopus 로고
    • Banburismus and the brain decoding the relationship between sensory stimuli, decisions, and reward
    • Gold JI, Shadlen MN. Banburismus and the brain decoding the relationship between sensory stimuli, decisions, and reward. Neuron 36: 299-308, 2002.
    • (2002) Neuron , vol.36 , pp. 299-308
    • Gold, J.I.1    Shadlen, M.N.2
  • 19
    • 34347361793 scopus 로고    scopus 로고
    • The neural basis of decision making
    • Gold JI, Shadlen MN. The neural basis of decision making. Annu Rev Neurosci 30: 535-574, 2007.
    • (2007) Annu Rev Neurosci , vol.30 , pp. 535-574
    • Gold, J.I.1    Shadlen, M.N.2
  • 20
    • 60449111240 scopus 로고    scopus 로고
    • Memory without feedback in a neural network
    • Goldman MS. Memory without feedback in a neural network. Neuron 61: 621-634 2009.
    • (2009) Neuron , vol.61 , pp. 621-634
    • Goldman, M.S.1
  • 21
    • 0142250862 scopus 로고    scopus 로고
    • Robust persistent neural activity in a model integrator with multiple hysteretic dendrites per neuron
    • Goldman MS, Levine JH, Major G, Tank DW, Seung HS. Robust persistent neural activity in a model integrator with multiple hysteretic dendrites per neuron. Cereb Cortex 13: 1185-1195, 2003.
    • (2003) Cereb Cortex , vol.13 , pp. 1185-1195
    • Goldman, M.S.1    Levine, J.H.2    Major, G.3    Tank, D.W.4    Seung, H.S.5
  • 22
    • 84882843617 scopus 로고    scopus 로고
    • Neural integrator models
    • edited by Squire LR. Oxford, UK: Academic
    • Goldman M, Compte A, Wang X. Neural integrator models. In: Encyclopedia of Neuroscience, edited by Squire LR. Oxford, UK: Academic, vol. 6, 2009, p. 165-178.
    • (2009) Encyclopedia of Neuroscience , vol.6 , pp. 165-178
    • Goldman, M.1    Compte, A.2    Wang, X.3
  • 23
    • 0035439412 scopus 로고    scopus 로고
    • An algorithmic introduction to numerical simulation of stochastic differential equations
    • Higham DJ. An algorithmic introduction to numerical simulation of stochastic differential equations. SIAM Rev 43: 525-546, 2001.
    • (2001) SIAM Rev , vol.43 , pp. 525-546
    • Higham, D.J.1
  • 24
    • 27744447125 scopus 로고    scopus 로고
    • Neural activity in macaque parietal cortex reflects temporal integration of visual motion signals during perceptual decision making
    • Huk AC, Shadlen MN. Neural activity in macaque parietal cortex reflects temporal integration of visual motion signals during perceptual decision making. J Neurosci 25: 10420-10436, 2005.
    • (2005) J Neurosci , vol.25 , pp. 10420-10436
    • Huk, A.C.1    Shadlen, M.N.2
  • 25
    • 41149144550 scopus 로고    scopus 로고
    • Bounded integration in parietal cortex underlies decisions even when viewing duration is dictated by the environment
    • Kiani R, Hanks TD, Shadlen MN. Bounded integration in parietal cortex underlies decisions even when viewing duration is dictated by the environment. J Neurosci 28: 3017-3029, 2008.
    • (2008) J Neurosci , vol.28 , pp. 3017-3029
    • Kiani, R.1    Hanks, T.D.2    Shadlen, M.N.3
  • 26
    • 46149117259 scopus 로고    scopus 로고
    • Prefrontal coding of temporally discounted values during intertemporal choice
    • Kim S, Hwang J, Lee D. Prefrontal coding of temporally discounted values during intertemporal choice. Neuron 59: 161-172, 2008.
    • (2008) Neuron , vol.59 , pp. 161-172
    • Kim, S.1    Hwang, J.2    Lee, D.3
  • 29
    • 0042704662 scopus 로고
    • Some properties of the bivariate normal distribution considered in the form of a contingency table
    • Lancaster H. Some properties of the bivariate normal distribution considered in the form of a contingency table. Biometrika 44: 289-292, 1957.
    • (1957) Biometrika , vol.44 , pp. 289-292
    • Lancaster, H.1
  • 30
    • 0002922916 scopus 로고
    • A sequential theory of psychological discrimination
    • Link SW, Heath RA. A sequential theory of psychological discrimination. Psychometrika 40: 77-105, 1975.
    • (1975) Psychometrika , vol.40 , pp. 77-105
    • Link, S.W.1    Heath, R.A.2
  • 31
    • 0032129687 scopus 로고    scopus 로고
    • A role for NMDA-receptor channels in working memory
    • Lisman J, Fellous J, Wang XJ. A role for NMDA-receptor channels in working memory. Nat Neurosci 1: 273-275, 1998.
    • (1998) Nat Neurosci , vol.1 , pp. 273-275
    • Lisman, J.1    Fellous, J.2    Wang, X.J.3
  • 32
    • 0041859309 scopus 로고    scopus 로고
    • Temporal integration by calcium dynamics in a model neuron
    • Loewenstein Y, Sompolinsky H. Temporal integration by calcium dynamics in a model neuron. Nat Neurosci 6: 961-967, 2003.
    • (2003) Nat Neurosci , vol.6 , pp. 961-967
    • Loewenstein, Y.1    Sompolinsky, H.2
  • 33
    • 0003104237 scopus 로고
    • A threshold theory for simple detection experiments
    • Luce R. A threshold theory for simple detection experiments. Psychol Rev 70: 61-79, 1963.
    • (1963) Psychol Rev , vol.70 , pp. 61-79
    • Luce, R.1
  • 36
    • 0036234883 scopus 로고    scopus 로고
    • Limits to the temporal fidelity of cortical spike rate signals
    • Mazurek ME, Shadlen MN. Limits to the temporal fidelity of cortical spike rate signals. Nat Neurosci 5: 463-471, 2002.
    • (2002) Nat Neurosci , vol.5 , pp. 463-471
    • Mazurek, M.E.1    Shadlen, M.N.2
  • 37
    • 33644851076 scopus 로고    scopus 로고
    • Power-law neuronal fluctuations in a recurrent network model of parametric working memory
    • Miller P, Wang XJ. Power-law neuronal fluctuations in a recurrent network model of parametric working memory. J Neurophysiol 95: 1099-1114, 2005.
    • (2005) J Neurophysiol , vol.95 , pp. 1099-1114
    • Miller, P.1    Wang, X.J.2
  • 38
    • 53349178774 scopus 로고    scopus 로고
    • Neural integrator: A sandpile model
    • Nikitchenko M, Koulakov A. Neural integrator: a sandpile model. Neural Comput 20: 2379-2417, 2008.
    • (2008) Neural Comput , vol.20 , pp. 2379-2417
    • Nikitchenko, M.1    Koulakov, A.2
  • 39
    • 27244459721 scopus 로고    scopus 로고
    • The effect of stimulus strength on the speed and accuracy of a perceptual decision
    • Palmer J, Huk AC, Shadlen MN. The effect of stimulus strength on the speed and accuracy of a perceptual decision. J Vis 5: 376-404, 2005.
    • (2005) J Vis , vol.5 , pp. 376-404
    • Palmer, J.1    Huk, A.C.2    Shadlen, M.N.3
  • 40
    • 0036321816 scopus 로고    scopus 로고
    • Digitized neural networks: Long-term stability from forgetful neurons
    • Pouget A, Latham P. Digitized neural networks: long-term stability from forgetful neurons. Nat Neurosci 5: 709-710, 2002.
    • (2002) Nat Neurosci , vol.5 , pp. 709-710
    • Pouget, A.1    Latham, P.2
  • 42
    • 58149404021 scopus 로고
    • A theory of memory retrieval
    • Ratcliff R. A theory of memory retrieval. Psychol Rev 85: 59-108, 1978.
    • (1978) Psychol Rev , vol.85 , pp. 59-108
    • Ratcliff, R.1
  • 43
    • 0039052586 scopus 로고    scopus 로고
    • Modeling response times for two-choice decisions
    • Ratcliff R, Rounder JN. Modeling response times for two-choice decisions. Psychol Sci 9: 347-356, 1998.
    • (1998) Psychol Sci , vol.9 , pp. 347-356
    • Ratcliff, R.1    Rounder, J.N.2
  • 44
    • 0036850727 scopus 로고    scopus 로고
    • Response of neurons in the lateral intraparietal area during a combined visual discrimination reaction time task
    • Roitman JD, Shadlen MN. Response of neurons in the lateral intraparietal area during a combined visual discrimination reaction time task. J Neurosci 22: 9475-9489, 2002.
    • (2002) J Neurosci , vol.22 , pp. 9475-9489
    • Roitman, J.D.1    Shadlen, M.N.2
  • 45
    • 0038734257 scopus 로고    scopus 로고
    • Basic mechanisms for graded persistent activity: Discrete attractors, continuous attractors, and dynamic representations
    • Romo R, Kepecs A, Brody CD. Basic mechanisms for graded persistent activity: discrete attractors, continuous attractors, and dynamic representations. Curr Opin Neurobiol 13: 204-211, 2003.
    • (2003) Curr Opin Neurobiol , vol.13 , pp. 204-211
    • Romo, R.1    Kepecs, A.2    Brody, C.D.3
  • 46
    • 0026751628 scopus 로고
    • Microstimulation in visual area MT: Effects on direction discrimination performance
    • Salzman CD, Murasugi CM, Britten KH, Newsome WT. Microstimulation in visual area MT: effects on direction discrimination performance. J Neurosci 12: 2331-2355, 1992.
    • (1992) J Neurosci , vol.12 , pp. 2331-2355
    • Salzman, C.D.1    Murasugi, C.M.2    Britten, K.H.3    Newsome, W.T.4
  • 47
    • 0035230217 scopus 로고    scopus 로고
    • Neural basis of deciding, choosing and acting
    • Schall JD. Neural basis of deciding, choosing and acting. Nat Rev Neurosci 2: 33-42, 2001.
    • (2001) Nat Rev Neurosci , vol.2 , pp. 33-42
    • Schall, J.D.1
  • 48
    • 0029800695 scopus 로고    scopus 로고
    • How the brain keeps the eyes still
    • Seung HS. How the brain keeps the eyes still. Proc Natl Acad Sci USA 93: 13339-13344, 1996.
    • (1996) Proc Natl Acad Sci USA , vol.93 , pp. 13339-13344
    • Seung, H.S.1
  • 49
    • 0033711439 scopus 로고    scopus 로고
    • Stability of the memory of eye position in a recurrent network of conductance-based model neurons
    • Seung HS, Lee DD, Reis BY, Tank DW. Stability of the memory of eye position in a recurrent network of conductance-based model neurons. Neuron 26: 259-271, 2000.
    • (2000) Neuron , vol.26 , pp. 259-271
    • Seung, H.S.1    Lee, D.D.2    Reis, B.Y.3    Tank, D.W.4
  • 50
    • 0029928664 scopus 로고    scopus 로고
    • A computational analysis of the relationship between neuronal and behavioral responses to visual motion
    • Shadlen MN, Britten KH, Newsome WT, Movshon JA. A computational analysis of the relationship between neuronal and behavioral responses to visual motion. J Neurosci 16: 1486-1510, 1996.
    • (1996) J Neurosci , vol.16 , pp. 1486-1510
    • Shadlen, M.N.1    Britten, K.H.2    Newsome, W.T.3    Movshon, J.A.4
  • 52
    • 0034796381 scopus 로고    scopus 로고
    • Neural basis of a perceptual decision in the parietal cortex (area LIP) of the rhesus monkey
    • Shadlen MN, Newsome WT. Neural basis of a perceptual decision in the parietal cortex (area LIP) of the rhesus monkey. J Neurophysiol 86: 1916-1936, 2001.
    • (2001) J Neurophysiol , vol.86 , pp. 1916-1936
    • Shadlen, M.N.1    Newsome, W.T.2
  • 53
    • 77949874287 scopus 로고    scopus 로고
    • From Poisson shot noise to the integrated Ornstein-Uhlenbeck process: Neurally principled models of information accumulation in decision-making and response time
    • Smith PL. From Poisson shot noise to the integrated Ornstein-Uhlenbeck process: neurally principled models of information accumulation in decision-making and response time. J Math Psychol 54: 266-283, 2010.
    • (2010) J Math Psychol , vol.54 , pp. 266-283
    • Smith, P.L.1
  • 54
    • 1342343030 scopus 로고    scopus 로고
    • Psychology and neurobiology of simple decisions
    • Smith PL, Ratcliff R. Psychology and neurobiology of simple decisions. Trends Neurosci 27: 161-168, 2004.
    • (2004) Trends Neurosci , vol.27 , pp. 161-168
    • Smith, P.L.1    Ratcliff, R.2
  • 55
    • 0002366761 scopus 로고
    • Modeling evidence accumulation with partial loss in expanded judgment
    • Smith PL, Vickers D. Modeling evidence accumulation with partial loss in expanded judgment. J Exp Psychol 15: 797, 1989.
    • (1989) J Exp Psychol , vol.15 , pp. 797
    • Smith, P.L.1    Vickers, D.2
  • 56
    • 0000724326 scopus 로고
    • Is there a sensory threshold
    • Swets JA. Is there a sensory threshold. Science 134: 168-177, 1961.
    • (1961) Science , vol.134 , pp. 168-177
    • Swets, J.A.1
  • 57
    • 85047685362 scopus 로고    scopus 로고
    • The time course of perceptual choice: The leaky, competing accumulator model
    • Usher M, McClelland JL. The time course of perceptual choice: the leaky, competing accumulator model. Psychol Rev 108: 550-592, 2001.
    • (2001) Psychol Rev , vol.108 , pp. 550-592
    • Usher, M.1    McClelland, J.L.2
  • 58
    • 0038503056 scopus 로고
    • On cumulative sums of random variables
    • Wald A. On cumulative sums of random variables. Ann Math Stat 15: 342, 1944.
    • (1944) Ann Math Stat , vol.15 , pp. 342
    • Wald, A.1
  • 59
    • 0000090155 scopus 로고
    • Sequential tests of statistical hypotheses
    • Wald A. Sequential tests of statistical hypotheses. Ann Math Stat 16: 117-186, 1945.
    • (1945) Ann Math Stat , vol.16 , pp. 117-186
    • Wald, A.1
  • 60
    • 53849125053 scopus 로고    scopus 로고
    • Decision making in recurrent neuronal circuits
    • Wang XJ. Decision making in recurrent neuronal circuits. Neuron 60: 215-234, 2008.
    • (2008) Neuron , vol.60 , pp. 215-234
    • Wang, X.J.1
  • 61
    • 84882833313 scopus 로고    scopus 로고
    • Neural circuit dynamics underlying accumulation of time-varying evidence during perceptual decision making
    • Wong K, Huk A, Shadlen M, Wang XJ. Neural circuit dynamics underlying accumulation of time-varying evidence during perceptual decision making. Front Comp Neurosci 1: 1-11, 2008.
    • (2008) Front Comp Neurosci , vol.1 , pp. 1-11
    • Wong, K.1    Huk, A.2    Shadlen, M.3    Wang, X.J.4
  • 62
    • 77949873882 scopus 로고    scopus 로고
    • Robust versus optimal strategies for two-alternative forced choice tasks
    • Zacksenhouse M, Bogacz R, Holmes P. Robust versus optimal strategies for two-alternative forced choice tasks. J Math Psychol 54: 230-246, 2010.
    • (2010) J Math Psychol , vol.54 , pp. 230-246
    • Zacksenhouse, M.1    Bogacz, R.2    Holmes, P.3
  • 63
    • 0028290996 scopus 로고
    • Correlated neuronal discharge rate and its implications for psychophysical performance
    • Zohary E, Shadlen MN, Newsome WT. Correlated neuronal discharge rate and its implications for psychophysical performance. Nature 370: 140-143, 1994.
    • (1994) Nature , vol.370 , pp. 140-143
    • Zohary, E.1    Shadlen, M.N.2    Newsome, W.T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.