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Volumn 36, Issue 10, 2012, Pages 2371-2379

Empiricists are from Venus, modelers are from Mars: Reconciling experimental and computational approaches in cognitive neuroscience

Author keywords

Behavioral neuroscience; Biological plausibility; Cognitive neuroscience; Computational model; Connectionism; Levels of organization; Model parameters; Parsimony; Problem space

Indexed keywords

ARTIFICIAL INTELLIGENCE; BRAIN FUNCTION; BRAIN MAPPING; COGNITION; CONNECTOME; INTERMETHOD COMPARISON; MATHEMATICAL COMPUTING; MATHEMATICAL MODEL; NEUROBIOLOGY; NOTE; PRIORITY JOURNAL;

EID: 84872276623     PISSN: 01497634     EISSN: 18737528     Source Type: Journal    
DOI: 10.1016/j.neubiorev.2012.08.008     Document Type: Note
Times cited : (6)

References (66)
  • 1
    • 58549096746 scopus 로고    scopus 로고
    • Computational influence of adult neurogenesis on memory encoding
    • Aimone, J.B., Wiles, J., Gage, F.H., 2009. Computational influence of adult neurogenesis on memory encoding. Neuron 61, 187-202.
    • (2009) Neuron , vol.61 , pp. 187-202
    • Aimone, J.B.1    Wiles, J.2    Gage, F.H.3
  • 3
    • 41149149356 scopus 로고    scopus 로고
    • Using brain imaging to guide the development of a cognitive architecture
    • Gray, W.D. (Ed.), Oxford University Press, New York, NY
    • Anderson, J.R., 2007. Using brain imaging to guide the development of a cognitive architecture. In: Gray, W.D. (Ed.), Integrated Models of Cognitive Systems. Oxford University Press, New York, NY, pp. 49-62.
    • (2007) Integrated Models of Cognitive Systems , pp. 49-62
    • Anderson, J.R.1
  • 6
    • 70449709576 scopus 로고    scopus 로고
    • Computational modeling and empirical studies of hippocampal neurogenesis-dependent memory: effects of interference, stress and depression
    • Becker, S., MacQueen, G., Wojtowicz, J.M., 2009. Computational modeling and empirical studies of hippocampal neurogenesis-dependent memory: effects of interference, stress and depression. Brain Research 1299, 45-54.
    • (2009) Brain Research , vol.1299 , pp. 45-54
    • Becker, S.1    MacQueen, G.2    Wojtowicz, J.M.3
  • 7
    • 0034212645 scopus 로고    scopus 로고
    • Medial frontal cortex mediates perceptual attentional set shifting in the rat
    • Birrell, J.M., Brown, V.J., 2000. Medial frontal cortex mediates perceptual attentional set shifting in the rat. Journal of Neuroscience 20, 4320-4324.
    • (2000) Journal of Neuroscience , vol.20 , pp. 4320-4324
    • Birrell, J.M.1    Brown, V.J.2
  • 8
    • 56149119115 scopus 로고    scopus 로고
    • Double dissociation of the effects of medial and orbital prefrontal cortical lesions on attentional and affective shifts in mice
    • Bissonette, G.B., Martins, G.J., Franz, T.M., Harper, E.S., Schoenbaum, G., Powell, E.M., 2008. Double dissociation of the effects of medial and orbital prefrontal cortical lesions on attentional and affective shifts in mice. Journal of Neuroscience 28, 11124-11130.
    • (2008) Journal of Neuroscience , vol.28 , pp. 11124-11130
    • Bissonette, G.B.1    Martins, G.J.2    Franz, T.M.3    Harper, E.S.4    Schoenbaum, G.5    Powell, E.M.6
  • 10
    • 33947634541 scopus 로고    scopus 로고
    • Effects of orbitofrontal, infralimbic and prelimbic cortical lesions on serial spatial reversal learning in the rat. Behavioural
    • Boulougouris, V., Dalley, J.W., Robbins, T.W., 2007. Effects of orbitofrontal, infralimbic and prelimbic cortical lesions on serial spatial reversal learning in the rat. Behavioural Brain Research 179, 219-228.
    • (2007) Brain Research , vol.179 , pp. 219-228
    • Boulougouris, V.1    Dalley, J.W.2    Robbins, T.W.3
  • 11
    • 58149345008 scopus 로고    scopus 로고
    • Pre- surgical training ameliorates orbitofrontal-mediated impairments in spatial reversal learning. Behavioural
    • Boulougouris, V., Robbins, T.W., 2009. Pre-surgical training ameliorates orbitofrontal-mediated impairments in spatial reversal learning. Behavioural Brain Research 197, 469-475.
    • (2009) Brain Research , vol.197 , pp. 469-475
    • Boulougouris, V.1    Robbins, T.W.2
  • 12
    • 33846316000 scopus 로고    scopus 로고
    • The simultaneous type, serial token model of temporal attention and working memory
    • Bowman, H., Wyble, B., 2007. The simultaneous type, serial token model of temporal attention and working memory. Psychological Review 114, 38-70.
    • (2007) Psychological Review , vol.114 , pp. 38-70
    • Bowman, H.1    Wyble, B.2
  • 14
    • 0034874639 scopus 로고    scopus 로고
    • Anterior cingulate cortex and response conflict: effects of frequency, inhibition and errors
    • Braver, T.S., Barch, D.M., Gray, J.R., Molfese, D.L., Snyder, A., 2001. Anterior cingulate cortex and response conflict: effects of frequency, inhibition and errors. Cerebral Cortex 11, 825-836.
    • (2001) Cerebral Cortex , vol.11 , pp. 825-836
    • Braver, T.S.1    Barch, D.M.2    Gray, J.R.3    Molfese, D.L.4    Snyder, A.5
  • 15
    • 0036460808 scopus 로고    scopus 로고
    • The organization of visual object representations: a connectionist model of effects of lesions in perirhinal cortex
    • Bussey, T.J., Saksida, L.M., 2002. The organization of visual object representations: a connectionist model of effects of lesions in perirhinal cortex. European Journal of Neuroscience 15 (2), 355-364.
    • (2002) European Journal of Neuroscience , vol.15 , Issue.2 , pp. 355-364
    • Bussey, T.J.1    Saksida, L.M.2
  • 16
    • 0015833617 scopus 로고
    • Behavioral effects of sequential and one-stage ablations of orbital prefrontal cortex in the monkey
    • Butters, N., Butter, C., Rosen, J., Stein, D., 1973. Behavioral effects of sequential and one-stage ablations of orbital prefrontal cortex in the monkey. Experimental Neurology 39, 204-214.
    • (1973) Experimental Neurology , vol.39 , pp. 204-214
    • Butters, N.1    Butter, C.2    Rosen, J.3    Stein, D.4
  • 17
    • 0023697030 scopus 로고
    • Perspectives on Cognitive Neuroscience
    • Churchland, P.S., Sejnowski, T.J., 1988. Perspectives on Cognitive Neuroscience. Science 242, 741-745.
    • (1988) Science , vol.242 , pp. 741-745
    • Churchland, P.S.1    Sejnowski, T.J.2
  • 19
    • 33751313813 scopus 로고    scopus 로고
    • Why does brain damage impair memory? A connectionist model of object recognition memory in perirhinal cortex
    • Cowell, R.A., Bussey, T.J., Saksida, L.M., 2006. Why does brain damage impair memory? A connectionist model of object recognition memory in perirhinal cortex. Journal of Neuroscience 26, 12186-12197.
    • (2006) Journal of Neuroscience , vol.26 , pp. 12186-12197
    • Cowell, R.A.1    Bussey, T.J.2    Saksida, L.M.3
  • 21
    • 0024490816 scopus 로고
    • The recent excitement about neural networks
    • Crick, F., 1989. The recent excitement about neural networks. Nature 337, 129-132.
    • (1989) Nature , vol.337 , pp. 129-132
    • Crick, F.1
  • 22
    • 0033213755 scopus 로고    scopus 로고
    • Organization of face and object recognition in modular neural network models
    • Dailey, M.N., Cottrell, G.W., 1999. Organization of face and object recognition in modular neural network models. Neural Networks 12, 1053-1074.
    • (1999) Neural Networks , vol.12 , pp. 1053-1074
    • Dailey, M.N.1    Cottrell, G.W.2
  • 24
    • 0026927845 scopus 로고
    • Categorical perception of facial expressions
    • Etcoff, N.L., Magee, J.J., 1992. Categorical perception of facial expressions. Cognition 44, 227-240.
    • (1992) Cognition , vol.44 , pp. 227-240
    • Etcoff, N.L.1    Magee, J.J.2
  • 25
    • 84862694195 scopus 로고    scopus 로고
    • Theoretical principles underlying optical stimulation of a channelrhodopsin-2 positive pyramidal neuron
    • Foutz, T.J., Arlow, R.L., McIntyre, C.C., 2012. Theoretical principles underlying optical stimulation of a channelrhodopsin-2 positive pyramidal neuron. Journal of Neurophysiology 107, 3235-3245.
    • (2012) Journal of Neurophysiology , vol.107 , pp. 3235-3245
    • Foutz, T.J.1    Arlow, R.L.2    McIntyre, C.C.3
  • 26
    • 0019152630 scopus 로고
    • Neocognition- a self-organizing neural network model for a mechanism of pattern-recognition unaffected by shift in position
    • Fukushima, K., 1980. Neocognition- a self-organizing neural network model for a mechanism of pattern-recognition unaffected by shift in position. Biological Cybernetics 36, 193-202.
    • (1980) Biological Cybernetics , vol.36 , pp. 193-202
    • Fukushima, K.1
  • 28
    • 75149185086 scopus 로고    scopus 로고
    • A single-trace dual-process model of episodic memory: a novel computational account of familiarity and recollection
    • Greve, A., Donaldson, D.I., van Rossum, M.C., 2010. A single-trace dual-process model of episodic memory: a novel computational account of familiarity and recollection. Hippocampus 20, 235-251.
    • (2010) Hippocampus , vol.20 , pp. 235-251
    • Greve, A.1    Donaldson, D.I.2    van Rossum, M.C.3
  • 30
    • 84857032664 scopus 로고    scopus 로고
    • Dissociable roles for lateral orbitofrontal cortex and lateral prefrontal cortex during preference driven reversal learning
    • Hampshire, A., Chaudhry, A.M., Owen, A.M., Roberts, A.C., 2012. Dissociable roles for lateral orbitofrontal cortex and lateral prefrontal cortex during preference driven reversal learning. Neuroimage 59, 4102-4112.
    • (2012) Neuroimage , vol.59 , pp. 4102-4112
    • Hampshire, A.1    Chaudhry, A.M.2    Owen, A.M.3    Roberts, A.C.4
  • 32
    • 0038240073 scopus 로고    scopus 로고
    • Persistence and accommodation in short-term priming and other perceptual paradigms: temporal segregation through synaptic depression
    • Huber, D.E., O'Reilly, R.C., 2003. Persistence and accommodation in short-term priming and other perceptual paradigms: temporal segregation through synaptic depression. Cognitive Science 27, 403-430.
    • (2003) Cognitive Science , vol.27 , pp. 403-430
    • Huber, D.E.1    O'Reilly, R.C.2
  • 35
    • 0014963969 scopus 로고
    • Perseverative interference in monkeys following selective lesions of the inferior prefrontal convexity. Experimental
    • Iversen, S.D., Mishkin, M., 1970. Perseverative interference in monkeys following selective lesions of the inferior prefrontal convexity. Experimental Brain Research 11, 376-386.
    • (1970) Brain Research , vol.11 , pp. 376-386
    • Iversen, S.D.1    Mishkin, M.2
  • 36
    • 4444368012 scopus 로고    scopus 로고
    • Combined unilateral lesions of the amygdala and orbital prefrontal cortex impair affective processing in rhesus monkeys
    • Izquierdo, A., Murray, E.A., 2004. Combined unilateral lesions of the amygdala and orbital prefrontal cortex impair affective processing in rhesus monkeys. Journal of Neurophysiology 91, 2023-2039.
    • (2004) Journal of Neurophysiology , vol.91 , pp. 2023-2039
    • Izquierdo, A.1    Murray, E.A.2
  • 37
    • 4444358622 scopus 로고    scopus 로고
    • Bilateral orbital prefrontal cortex lesions in rhesus monkeys disrupt choices guided by both reward value and reward contingency
    • Izquierdo, A., Suda, R.K., Murray, E.A., 2004. Bilateral orbital prefrontal cortex lesions in rhesus monkeys disrupt choices guided by both reward value and reward contingency. Journal of Neuroscience 24, 7540-7548.
    • (2004) Journal of Neuroscience , vol.24 , pp. 7540-7548
    • Izquierdo, A.1    Suda, R.K.2    Murray, E.A.3
  • 38
    • 0036986282 scopus 로고    scopus 로고
    • A computational model of anterior cingulate function in speeded response tasks: effects of frequency, sequence, and conflict
    • Jones, A.D., Cho, R.Y., Nystrom, L.E., Cohen, J.D., Braver, T.S., 2002. A computational model of anterior cingulate function in speeded response tasks: effects of frequency, sequence, and conflict. Cognitive, Affective & Behavioral Neuroscience 2, 300-317.
    • (2002) Cognitive, Affective & Behavioral Neuroscience , vol.2 , pp. 300-317
    • Jones, A.D.1    Cho, R.Y.2    Nystrom, L.E.3    Cohen, J.D.4    Braver, T.S.5
  • 39
    • 0032867215 scopus 로고    scopus 로고
    • Distributed representation of spectral and temporal information in rat primary auditory cortex
    • Kilgard, M.P., Merzenich, M.M., 1999. Distributed representation of spectral and temporal information in rat primary auditory cortex. Hearing Research 134, 16-28.
    • (1999) Hearing Research , vol.134 , pp. 16-28
    • Kilgard, M.P.1    Merzenich, M.M.2
  • 40
    • 0015357448 scopus 로고
    • Dynamics of encoding in a population of neurons
    • Knight, B.W., 1972. Dynamics of encoding in a population of neurons. Journal of General Physiology 59, 734-766.
    • (1972) Journal of General Physiology , vol.59 , pp. 734-766
    • Knight, B.W.1
  • 41
    • 0027267031 scopus 로고
    • Computational approaches to cognition-the bottom-up view
    • Koch, C., 1993. Computational approaches to cognition-the bottom-up view. Current Opinion in Neurobiology 3, 203-208.
    • (1993) Current Opinion in Neurobiology , vol.3 , pp. 203-208
    • Koch, C.1
  • 42
    • 84872277178 scopus 로고
    • Vision: A Computational Investigation into the Human Representation and Processing of Visual Information. W.H. Freeman, San Francisco, CA. McAlonan, K., Brown, V.J., 2003. Orbital prefrontal cortex mediates reversal learning and not attentional set shifting in the rat. Behavioural
    • Marr, D., 1982. Vision: A Computational Investigation into the Human Representation and Processing of Visual Information. W.H. Freeman, San Francisco, CA. McAlonan, K., Brown, V.J., 2003. Orbital prefrontal cortex mediates reversal learning and not attentional set shifting in the rat. Behavioural Brain Research 146, 97-103.
    • (1982) Brain Research , vol.146 , pp. 97-103
    • Marr, D.1
  • 44
    • 0029340352 scopus 로고
    • Why there are complementary learning-systems in the hippocampus and neocortex-insights from the successes and failures of connectionist models of learning and memory
    • McClelland, J.L., Mcnaughton, B.L., O'Reilly, R.C., 1995. Why there are complementary learning-systems in the hippocampus and neocortex-insights from the successes and failures of connectionist models of learning and memory. Psychological Review 102, 419-457.
    • (1995) Psychological Review , vol.102 , pp. 419-457
    • McClelland, J.L.1    Mcnaughton, B.L.2    O'Reilly, R.C.3
  • 45
    • 0027238280 scopus 로고
    • Computational approaches to cognition- top-down approaches
    • Mcclelland, J.L., Plaut, D.C., 1993. Computational approaches to cognition- top-down approaches. Current Opinion in Neurobiology 3, 209-216.
    • (1993) Current Opinion in Neurobiology , vol.3 , pp. 209-216
    • Mcclelland, J.L.1    Plaut, D.C.2
  • 46
    • 23844523160 scopus 로고    scopus 로고
    • Integrating incremental learning and episodic memory models of the hippocampal region
    • Meeter, M., Myers, C.E., Gluck, M.A., 2005. Integrating incremental learning and episodic memory models of the hippocampal region. Psychological Review 112, 560-585.
    • (2005) Psychological Review , vol.112 , pp. 560-585
    • Meeter, M.1    Myers, C.E.2    Gluck, M.A.3
  • 47
    • 0026235269 scopus 로고
    • Habituation-like decrease in the responses of neurons in inferior temporal cortex of the macaque
    • Miller, E.K., Gochin, P.M., Gross, C.G., 1991. Habituation-like decrease in the responses of neurons in inferior temporal cortex of the macaque. Visual Neuroscience 7, 357-362.
    • (1991) Visual Neuroscience , vol.7 , pp. 357-362
    • Miller, E.K.1    Gochin, P.M.2    Gross, C.G.3
  • 48
    • 0012992869 scopus 로고    scopus 로고
    • Modeling hippocampal and neocortical contributions to recognition memory: a complementary-learning-systems approach
    • Norman, K.A., O'Reilly, R.C., 2003. Modeling hippocampal and neocortical contributions to recognition memory: a complementary-learning-systems approach. Psychological Review 110, 611-646.
    • (2003) Psychological Review , vol.110 , pp. 611-646
    • Norman, K.A.1    O'Reilly, R.C.2
  • 50
    • 0032211901 scopus 로고    scopus 로고
    • Six principles for biologically based computational models of cortical cognition
    • O'Reilly, R.C., 1998. Six principles for biologically based computational models of cortical cognition. Trends in Cognitive Sciences 2, 455-462.
    • (1998) Trends in Cognitive Sciences , vol.2 , pp. 455-462
    • O'Reilly, R.C.1
  • 52
    • 80051673126 scopus 로고    scopus 로고
    • Low- frequency summation of synaptically activated transient receptor potential channel-mediated depolarizations
    • Petersson, M.E., Yoshida, M., Fransen, E.A., 2011. Low-frequency summation of synaptically activated transient receptor potential channel-mediated depolarizations. European Journal of Neuroscience 34, 578-593.
    • (2011) European Journal of Neuroscience , vol.34 , pp. 578-593
    • Petersson, M.E.1    Yoshida, M.2    Fransen, E.A.3
  • 54
    • 84872263266 scopus 로고    scopus 로고
    • All life is Problem Solving. Routledge, London. Ratcliff, R., McKoon, G., 2001. A multinomial model for short-term priming in word identification
    • Popper, K.R., 1999. All life is Problem Solving. Routledge, London. Ratcliff, R., McKoon, G., 2001. A multinomial model for short-term priming in word identification. Psychological Review 108, 835-846.
    • (1999) Psychological Review , vol.108 , pp. 835-846
    • Popper, K.R.1
  • 56
    • 0033316361 scopus 로고    scopus 로고
    • Hierarchical models of object recognition in cortex
    • Riesenhuber, M., Poggio, T., 1999. Hierarchical models of object recognition in cortex. Nature Neuroscience 2, 1019-1025.
    • (1999) Nature Neuroscience , vol.2 , pp. 1019-1025
    • Riesenhuber, M.1    Poggio, T.2
  • 58
    • 51149098998 scopus 로고    scopus 로고
    • Amygdala and orbitofrontal cortex lesions differentially influence choices during object reversal learning
    • Rudebeck, P.H., Murray, E.A., 2008. Amygdala and orbitofrontal cortex lesions differentially influence choices during object reversal learning. Journal of Neuroscience 28, 8338-8343.
    • (2008) Journal of Neuroscience , vol.28 , pp. 8338-8343
    • Rudebeck, P.H.1    Murray, E.A.2
  • 59
    • 0037035582 scopus 로고    scopus 로고
    • Orbitofrontal lesions in rats impair reversal but not acquisition of go, no-go odor discriminations
    • Schoenbaum, G., Nugent, S.L., Saddoris, M.P., Setlow, B., 2002. Orbitofrontal lesions in rats impair reversal but not acquisition of go, no-go odor discriminations. Neuroreport 13, 885-890.
    • (2002) Neuroreport , vol.13 , pp. 885-890
    • Schoenbaum, G.1    Nugent, S.L.2    Saddoris, M.P.3    Setlow, B.4
  • 60
    • 0024747015 scopus 로고
    • A distributed, developmental model of word recognition and naming
    • Seidenberg, M.S., Mcclelland, J.L., 1989. A distributed, developmental model of word recognition and naming. Psychological Review 96, 523-568.
    • (1989) Psychological Review , vol.96 , pp. 523-568
    • Seidenberg, M.S.1    Mcclelland, J.L.2
  • 63
    • 0042593491 scopus 로고    scopus 로고
    • A model for experience-dependent changes in the responses of inferotemporal neurons
    • Sohal, V.S., Hasselmo, M.E., 2000. A model for experience-dependent changes in the responses of inferotemporal neurons. Network-Computation in Neural Systems 11, 169-190.
    • (2000) Network-Computation in Neural Systems , vol.11 , pp. 169-190
    • Sohal, V.S.1    Hasselmo, M.E.2
  • 64
    • 37549017070 scopus 로고    scopus 로고
    • Difficulty overcoming learned non-reward during reversal learning in rats with ibotenic acid lesions of orbital prefrontal cortex
    • Tait, D.S., Brown, V.J., 2007. Difficulty overcoming learned non-reward during reversal learning in rats with ibotenic acid lesions of orbital prefrontal cortex. Annals of the New York Academy of Sciences 1121, 407-420.
    • (2007) Annals of the New York Academy of Sciences , vol.1121 , pp. 407-420
    • Tait, D.S.1    Brown, V.J.2
  • 65
    • 0031040957 scopus 로고    scopus 로고
    • Invariant face and object recognition in the visual system
    • Wallis, G., Rolls, E.T., 1997. Invariant face and object recognition in the visual system. Progress in Neurobiology 51, 167-194.
    • (1997) Progress in Neurobiology , vol.51 , pp. 167-194
    • Wallis, G.1    Rolls, E.T.2
  • 66
    • 0031930592 scopus 로고    scopus 로고
    • Interpreting neuronal population activity by reconstruction: unified framework with application to hippocampal place cells
    • Zhang, K.C., Ginzburg, I., McNaughton, B.L., Sejnowski, T.J., 1998. Interpreting neuronal population activity by reconstruction: unified framework with application to hippocampal place cells. Journal of Neurophysiology 79, 1017-1044.
    • (1998) Journal of Neurophysiology , vol.79 , pp. 1017-1044
    • Zhang, K.C.1    Ginzburg, I.2    McNaughton, B.L.3    Sejnowski, T.J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.