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Volumn 109, Issue 1, 2015, Pages 75-94

Short-term plasticity as cause–effect hypothesis testing in distal reward learning

Author keywords

Distal reward; Memory consolidation; Operant learning; Plasticity versus stability; Short term plasticity; Transient weights

Indexed keywords

PLASTICITY; TOPOLOGY;

EID: 84922260944     PISSN: 03401200     EISSN: 14320770     Source Type: Journal    
DOI: 10.1007/s00422-014-0628-0     Document Type: Article
Times cited : (24)

References (97)
  • 1
    • 7244229524 scopus 로고    scopus 로고
    • Synaptic computation
    • COI: 1:CAS:528:DC%2BD2cXotl2kt7w%3D, PID: 15483601
    • Abbott LF, Regehr WG (2004) Synaptic computation. Nature 431:796–803
    • (2004) Nature , vol.431 , pp. 796-803
    • Abbott, L.F.1    Regehr, W.G.2
  • 2
    • 42349089481 scopus 로고    scopus 로고
    • Metaplasticity: tuning synapses and networks for plasticity
    • COI: 1:CAS:528:DC%2BD1cXkvVensLo%3D, PID: 18401345
    • Abraham WC (2008) Metaplasticity: tuning synapses and networks for plasticity. Nat Rev Neurosci 9:387–399
    • (2008) Nat Rev Neurosci , vol.9 , pp. 387-399
    • Abraham, W.C.1
  • 3
    • 0029984320 scopus 로고    scopus 로고
    • Metaplasticity: the plasticity of synaptic plasticity
    • COI: 1:CAS:528:DyaK28XhvFGgt70%3D, PID: 8658594
    • Abraham WC, Bear MF (1996) Metaplasticity: the plasticity of synaptic plasticity. Trends Neurosci 19:126–130
    • (1996) Trends Neurosci , vol.19 , pp. 126-130
    • Abraham, W.C.1    Bear, M.F.2
  • 4
    • 13144294059 scopus 로고    scopus 로고
    • Memory retention—the synaptic stability versus plasticity dilemma
    • COI: 1:CAS:528:DC%2BD2MXmslKmsg%3D%3D, PID: 15667929
    • Abraham WC, Robins A (2005) Memory retention—the synaptic stability versus plasticity dilemma. Trends Neurosci 28:73–78
    • (2005) Trends Neurosci , vol.28 , pp. 73-78
    • Abraham, W.C.1    Robins, A.2
  • 5
    • 0037930510 scopus 로고    scopus 로고
    • An embodied model of learning, plasticity, and reward
    • Alexander WH, Sporns O (2002) An embodied model of learning, plasticity, and reward. Adapt Behav 10(3–4):143–159
    • (2002) Adapt Behav , vol.10 , Issue.3-4 , pp. 143-159
    • Alexander, W.H.1    Sporns, O.2
  • 7
    • 0034305816 scopus 로고    scopus 로고
    • Is heterosynaptic modulation essential for stabilizing Hebbian plasticity and memory?
    • COI: 1:CAS:528:DC%2BD3MXivVSjsr8%3D, PID: 11252764
    • Bailey CH, Giustetto M, Huang YY, Hawkins RD, Kandel ER (2000) Is heterosynaptic modulation essential for stabilizing Hebbian plasticity and memory? Nat Rev Neurosci 1(1):11–20
    • (2000) Nat Rev Neurosci , vol.1 , Issue.1 , pp. 11-20
    • Bailey, C.H.1    Giustetto, M.2    Huang, Y.Y.3    Hawkins, R.D.4    Kandel, E.R.5
  • 8
    • 34548049545 scopus 로고    scopus 로고
    • Reinforcement learning, spike-time-dependent plasticity, and the BCM rule
    • PID: 17571943
    • Baras D, Meir R (2007) Reinforcement learning, spike-time-dependent plasticity, and the BCM rule. Neural Comput 19(8):2245–2279
    • (2007) Neural Comput , vol.19 , Issue.8 , pp. 2245-2279
    • Baras, D.1    Meir, R.2
  • 10
    • 33847634405 scopus 로고    scopus 로고
    • The debate over dopamine’s role in reward: the case for incentive salience
    • COI: 1:CAS:528:DC%2BD2sXitlCqur4%3D, PID: 17072591
    • Berridge KC (2007) The debate over dopamine’s role in reward: the case for incentive salience. Psychopharmacology 191:391–431
    • (2007) Psychopharmacology , vol.191 , pp. 391-431
    • Berridge, K.C.1
  • 11
    • 0346881153 scopus 로고    scopus 로고
    • Combining Hebbian and reinforcement learning in a minibrain model
    • COI: 1:STN:280:DC%2BD3sngvVOjuw%3D%3D, PID: 14690704
    • Bosman R, van Leeuwen W, Wemmenhove B (2004) Combining Hebbian and reinforcement learning in a minibrain model. Neural Netw 17:29–36
    • (2004) Neural Netw , vol.17 , pp. 29-36
    • Bosman, R.1    van Leeuwen, W.2    Wemmenhove, B.3
  • 12
    • 0001353040 scopus 로고
    • Conditioning, remembering, and forgetting
    • Bouton ME (1994) Conditioning, remembering, and forgetting. J Exp Psychol Anim Behav Process 20(3):219
    • (1994) J Exp Psychol Anim Behav Process , vol.20 , Issue.3 , pp. 219
    • Bouton, M.E.1
  • 13
    • 0033630115 scopus 로고    scopus 로고
    • A learning theory perspective on lapse, relapse, and the maintenance of behavior change
    • COI: 1:STN:280:DC%2BD3c7ntlWrsA%3D%3D, PID: 10709948
    • Bouton ME (2000) A learning theory perspective on lapse, relapse, and the maintenance of behavior change. Health Psychol 19(1S):57
    • (2000) Health Psychol , vol.19 , Issue.1S , pp. 57
    • Bouton, M.E.1
  • 14
    • 4644334535 scopus 로고    scopus 로고
    • Context and behavioral processes in extinction
    • PID: 15466298
    • Bouton ME (2004) Context and behavioral processes in extinction. Learn Mem 11(5):485–494
    • (2004) Learn Mem , vol.11 , Issue.5 , pp. 485-494
    • Bouton, M.E.1
  • 15
    • 8844286110 scopus 로고    scopus 로고
    • Memory processes in classical conditioning
    • PID: 15555676
    • Bouton ME, Moody EW (2004) Memory processes in classical conditioning. Neurosci Biobehav Rev 28(7):663–674
    • (2004) Neurosci Biobehav Rev , vol.28 , Issue.7 , pp. 663-674
    • Bouton, M.E.1    Moody, E.W.2
  • 16
    • 0344255693 scopus 로고    scopus 로고
    • Operant conditioning in invertebrates
    • COI: 1:CAS:528:DC%2BD3sXps1Oqurc%3D, PID: 14662373
    • Brembs B (2003) Operant conditioning in invertebrates. Curr Opin Neurobiol 13(6):710–717
    • (2003) Curr Opin Neurobiol , vol.13 , Issue.6 , pp. 710-717
    • Brembs, B.1
  • 17
    • 0037204997 scopus 로고    scopus 로고
    • Operant reward learning in Aplysia: neuronal correlates and mechanisms
    • COI: 1:CAS:528:DC%2BD38XktlCgtb4%3D, PID: 12040200
    • Brembs B, Lorenzetti FD, Reyes FD, Baxter DA, Byrne JH (2002) Operant reward learning in Aplysia: neuronal correlates and mechanisms. Science 296(5573):1706–1709
    • (2002) Science , vol.296 , Issue.5573 , pp. 1706-1709
    • Brembs, B.1    Lorenzetti, F.D.2    Reyes, F.D.3    Baxter, D.A.4    Byrne, J.H.5
  • 18
    • 58149165031 scopus 로고    scopus 로고
    • Tag-trigger-consolidation: a model of early and late long-term-potentiation and depression
    • Clopath C, Ziegler L, Vasilaki E, Büsing L, Gerstner W (2008) Tag-trigger-consolidation: a model of early and late long-term-potentiation and depression. PLoS Comput Biol 4(12):335–347
    • (2008) PLoS Comput Biol , vol.4 , Issue.12 , pp. 335-347
    • Clopath, C.1    Ziegler, L.2    Vasilaki, E.3    Büsing, L.4    Gerstner, W.5
  • 19
    • 70349449301 scopus 로고    scopus 로고
    • Neuromodulation as a robot controller: a brain inspired strategy for controlling autonomous robots
    • Cox RB, Krichmar JL (2009) Neuromodulation as a robot controller: a brain inspired strategy for controlling autonomous robots. IEEE Robot Autom Mag 16(3):72–80
    • (2009) IEEE Robot Autom Mag , vol.16 , Issue.3 , pp. 72-80
    • Cox, R.B.1    Krichmar, J.L.2
  • 20
    • 11144307494 scopus 로고    scopus 로고
    • Synaptic and spiking dynamics underlying reward reversal in the orbitofrontal cortex
    • PID: 15238449
    • Deco G, Rolls ET (2005) Synaptic and spiking dynamics underlying reward reversal in the orbitofrontal cortex. Cereb Cortex 15:15–30
    • (2005) Cereb Cortex , vol.15 , pp. 15-30
    • Deco, G.1    Rolls, E.T.2
  • 21
    • 1842590400 scopus 로고    scopus 로고
    • The neurobiology of consolidations, or, how stable is the engram?
    • PID: 14744210
    • Dudai Y (2004) The neurobiology of consolidations, or, how stable is the engram? Annu Rev Psychol 55:51–86
    • (2004) Annu Rev Psychol , vol.55 , pp. 51-86
    • Dudai, Y.1
  • 22
    • 37549060355 scopus 로고    scopus 로고
    • Reinforcement learning with modulated spike timing-dependent synaptic plasticity
    • PID: 17928565
    • Farries MA, Fairhall AL (2007) Reinforcement learning with modulated spike timing-dependent synaptic plasticity. J Neurophysiol 98:3648–3665
    • (2007) J Neurophysiol , vol.98 , pp. 3648-3665
    • Farries, M.A.1    Fairhall, A.L.2
  • 23
    • 0031050921 scopus 로고    scopus 로고
    • Multiple overlapping processes underlying short-term synaptic enhancement
    • COI: 1:CAS:528:DyaK2sXitVKnur8%3D, PID: 9106358
    • Fisher SA, Fischer TM, Carew TJ (1997) Multiple overlapping processes underlying short-term synaptic enhancement. Trends Neurosci 20(4):170–177
    • (1997) Trends Neurosci , vol.20 , Issue.4 , pp. 170-177
    • Fisher, S.A.1    Fischer, T.M.2    Carew, T.J.3
  • 24
    • 34249708388 scopus 로고    scopus 로고
    • Reinforcement learning through modulation of spike-timing-dependent synaptic plasticity
    • PID: 17444757
    • Florian RV (2007) Reinforcement learning through modulation of spike-timing-dependent synaptic plasticity. Neural Comput 19:1468–1502
    • (2007) Neural Comput , vol.19 , pp. 1468-1502
    • Florian, R.V.1
  • 25
    • 77957731196 scopus 로고    scopus 로고
    • Functional requirements for reward-modulated spike-timing-dependent plasticity
    • Frémaux N, Sprekeler H, Gerstner W (2010) Functional requirements for reward-modulated spike-timing-dependent plasticity. J Neurosci 30(40):13,326–13,337
    • (2010) J Neurosci , vol.30 , Issue.40 , pp. 326-337
    • Frémaux, N.1    Sprekeler, H.2    Gerstner, W.3
  • 26
    • 0031024891 scopus 로고    scopus 로고
    • Synaptic tagging and long-term potentiation
    • COI: 1:CAS:528:DyaK2sXhtFCgtLs%3D, PID: 9020359
    • Frey U, Morris RGM (1997) Synaptic tagging and long-term potentiation. Nature 385:533–536
    • (1997) Nature , vol.385 , pp. 533-536
    • Frey, U.1    Morris, R.G.M.2
  • 27
    • 77955988359 scopus 로고    scopus 로고
    • Learning spike-based population codes by reward and population feedback
    • PID: 20235820
    • Friedrich J, Urbanczik R, Senn W (2010) Learning spike-based population codes by reward and population feedback. Neural Comput 22:1698–1717
    • (2010) Neural Comput , vol.22 , pp. 1698-1717
    • Friedrich, J.1    Urbanczik, R.2    Senn, W.3
  • 28
    • 79959853243 scopus 로고    scopus 로고
    • Spatio-temporal credit assignment in neuronal population learning
    • Friedrich J, Urbanczik R, Senn W (2011) Spatio-temporal credit assignment in neuronal population learning. PLoS Comput Biol 7(6):1–13
    • (2011) PLoS Comput Biol , vol.7 , Issue.6 , pp. 1-13
    • Friedrich, J.1    Urbanczik, R.2    Senn, W.3
  • 29
    • 33745683388 scopus 로고    scopus 로고
    • Eluding oblivion with smart stochastic selection of synaptic updates
    • Fusi S, Senn W (2006) Eluding oblivion with smart stochastic selection of synaptic updates. Chaos An Interdiscip J Nonlinear Sci 16(2):026,112
    • (2006) Chaos An Interdiscip J Nonlinear Sci , vol.16 , Issue.2 , pp. 112
    • Fusi, S.1    Senn, W.2
  • 30
    • 13844266723 scopus 로고    scopus 로고
    • Cascade models of synaptically stored memories
    • COI: 1:CAS:528:DC%2BD2MXitFOktrs%3D, PID: 15721245
    • Fusi S, Drew PJ, Abbott L (2005) Cascade models of synaptically stored memories. Neuron 45(4):599–611
    • (2005) Neuron , vol.45 , Issue.4 , pp. 599-611
    • Fusi, S.1    Drew, P.J.2    Abbott, L.3
  • 31
    • 34147179944 scopus 로고    scopus 로고
    • A neural circuit model of flexible sensorimotor mapping: learning and forgetting on multiple timescales
    • COI: 1:CAS:528:DC%2BD2sXltF2nsbY%3D, PID: 17442251
    • Fusi S, Asaad WF, Miller EK, Wang XJ (2007) A neural circuit model of flexible sensorimotor mapping: learning and forgetting on multiple timescales. Neuron 54(2):319–333
    • (2007) Neuron , vol.54 , Issue.2 , pp. 319-333
    • Fusi, S.1    Asaad, W.F.2    Miller, E.K.3    Wang, X.J.4
  • 32
    • 0028025252 scopus 로고
    • Efflux of dopamine from the synaptic cleft in the nucleus accumbens of the rat brain
    • COI: 1:CAS:528:DyaK2cXmsVKqt7o%3D, PID: 7931564
    • Garris P, Ciolkowski E, Pastore P, Wighmann R (1994) Efflux of dopamine from the synaptic cleft in the nucleus accumbens of the rat brain. J Neurosci 14(10):6084–6093
    • (1994) J Neurosci , vol.14 , Issue.10 , pp. 6084-6093
    • Garris, P.1    Ciolkowski, E.2    Pastore, P.3    Wighmann, R.4
  • 33
    • 84862233536 scopus 로고    scopus 로고
    • From Hebb rules to spike-timing-dependent plasticity: a personal account
    • Gerstner W (2010) From Hebb rules to spike-timing-dependent plasticity: a personal account. Front Synaptic Neurosci 2:1–3
    • (2010) Front Synaptic Neurosci , vol.2 , pp. 1-3
    • Gerstner, W.1
  • 34
    • 34547633097 scopus 로고    scopus 로고
    • Learning reward expectations in honeybees
    • Gil M, DeMarco RJ, Menzel R (2007) Learning reward expectations in honeybees. Learn Mem 14:291–496
    • (2007) Learn Mem , vol.14 , pp. 291-496
    • Gil, M.1    DeMarco, R.J.2    Menzel, R.3
  • 35
    • 0022494367 scopus 로고
    • The long and the short of long-term memory—a molecular framework
    • Goelet P, Castellucci VF, Schacher S, Kandel ER (1986) The long and the short of long-term memory—a molecular framework. Nature 322(6078):419–422
    • (1986) Nature , vol.322 , Issue.6078 , pp. 419-422
    • Goelet, P.1    Castellucci, V.F.2    Schacher, S.3    Kandel, E.R.4
  • 36
    • 0015148474 scopus 로고
    • On the dynamics of operant conditioning
    • COI: 1:STN:280:DyaE38%2Fosl2ktQ%3D%3D, PID: 4332676
    • Grossberg S (1971) On the dynamics of operant conditioning. J Theor Biol 33(2):225–255
    • (1971) J Theor Biol , vol.33 , Issue.2 , pp. 225-255
    • Grossberg, S.1
  • 37
    • 40649128119 scopus 로고
    • Nonlinear neural networks: principles, mechanisms, and architectures
    • Grossberg S (1988) Nonlinear neural networks: principles, mechanisms, and architectures. Neural Netw 1:17–61
    • (1988) Neural Netw , vol.1 , pp. 17-61
    • Grossberg, S.1
  • 38
    • 0032077850 scopus 로고    scopus 로고
    • Cortical plasticity associated with braille learning
    • COI: 1:STN:280:DC%2BC3M7gvFansg%3D%3D, PID: 21227151
    • Hamilton RH, Pascual-Leone A (1998) Cortical plasticity associated with braille learning. Trends Cogn Sci 2(5):168–174
    • (1998) Trends Cogn Sci , vol.2 , Issue.5 , pp. 168-174
    • Hamilton, R.H.1    Pascual-Leone, A.2
  • 39
    • 0028969628 scopus 로고
    • Learning and memory in the honeybee
    • COI: 1:CAS:528:DyaK2MXksVegurs%3D, PID: 7891123
    • Hammer M, Menzel R (1995) Learning and memory in the honeybee. J Neurosci 15(3):1617–1630
    • (1995) J Neurosci , vol.15 , Issue.3 , pp. 1617-1630
    • Hammer, M.1    Menzel, R.2
  • 40
    • 34249761849 scopus 로고
    • Learning bayesian networks: the combination of knowledge and statistical data
    • Heckerman D, Geiger D, Chickering DM (1995) Learning bayesian networks: the combination of knowledge and statistical data. Mach Learn 20:197–243
    • (1995) Mach Learn , vol.20 , pp. 197-243
    • Heckerman, D.1    Geiger, D.2    Chickering, D.M.3
  • 43
    • 34948906745 scopus 로고    scopus 로고
    • Solving the distal reward problem through linkage of STDP and dopamine signaling
    • Izhikevich EM (2007) Solving the distal reward problem through linkage of STDP and dopamine signaling. Cereb Cortex 17:2443–2452
    • (2007) Cereb Cortex , vol.17 , pp. 2443-2452
    • Izhikevich, E.M.1
  • 44
    • 0038445711 scopus 로고    scopus 로고
    • Dopamine: a potential substrate for synaptic plasticity and memory mechanisms
    • COI: 1:CAS:528:DC%2BD3sXls1ersL8%3D, PID: 12880632
    • Jay MT (2003) Dopamine: a potential substrate for synaptic plasticity and memory mechanisms. Prog Neurobiol 69(6):375–390
    • (2003) Prog Neurobiol , vol.69 , Issue.6 , pp. 375-390
    • Jay, M.T.1
  • 46
    • 0000442118 scopus 로고    scopus 로고
    • Hebbian learning and spiking neurons
    • COI: 1:CAS:528:DyaK1MXit1ymsro%3D
    • Kempter R, Gerstner W, Van Hemmen JL (1999) Hebbian learning and spiking neurons. Phys Rev E 59(4):4498–4514
    • (1999) Phys Rev E , vol.59 , Issue.4 , pp. 4498-4514
    • Kempter, R.1    Gerstner, W.2    Van Hemmen, J.L.3
  • 47
    • 84904903936 scopus 로고    scopus 로고
    • Value and reward based learning in neurorobots
    • Krichmar JL, Roehrbein F (2013) Value and reward based learning in neurorobots. Front Neurorobot 7(13):1–2
    • (2013) Front Neurorobot , vol.7 , Issue.13 , pp. 1-2
    • Krichmar, J.L.1    Roehrbein, F.2
  • 48
    • 0347915731 scopus 로고    scopus 로고
    • Structural plasticity and memory
    • COI: 1:CAS:528:DC%2BD2cXltVSkuw%3D%3D, PID: 14708003
    • Lamprecht R, LeDoux J (2004) Structural plasticity and memory. Nat Rev Neurosci 5(1):45–54
    • (2004) Nat Rev Neurosci , vol.5 , Issue.1 , pp. 45-54
    • Lamprecht, R.1    LeDoux, J.2
  • 49
    • 77954098778 scopus 로고    scopus 로고
    • A reward-modulated Hebbian learning rule can explain experimentally observed network reorganization in a brain control task
    • COI: 1:CAS:528:DC%2BC3cXos1KntLk%3D, PID: 20573887
    • Legenstein R, Chase SM, Schwartz A, Maass W (2010) A reward-modulated Hebbian learning rule can explain experimentally observed network reorganization in a brain control task. J Neurosci 30(25):8400–8401
    • (2010) J Neurosci , vol.30 , Issue.25 , pp. 8400-8401
    • Legenstein, R.1    Chase, S.M.2    Schwartz, A.3    Maass, W.4
  • 50
    • 36849041065 scopus 로고    scopus 로고
    • Sparseness constrains the prolongation of memory lifetime via synaptic metaplasticity
    • PID: 17490993
    • Leibold C, Kempter R (2008) Sparseness constrains the prolongation of memory lifetime via synaptic metaplasticity. Cereb Cortex 18(1):67–77
    • (2008) Cereb Cortex , vol.18 , Issue.1 , pp. 67-77
    • Leibold, C.1    Kempter, R.2
  • 53
    • 0346728801 scopus 로고    scopus 로고
    • Long-term potentiation and memory
    • COI: 1:CAS:528:DC%2BD2cXotl2rug%3D%3D, PID: 14715912
    • Lynch MA (2004) Long-term potentiation and memory. Physiol Rev 84(1):87–136
    • (2004) Physiol Rev , vol.84 , Issue.1 , pp. 87-136
    • Lynch, M.A.1
  • 55
    • 0033969570 scopus 로고    scopus 로고
    • Memory—a century of consolidation
    • McGaugh JL (2000) Memory—a century of consolidation. Science 287:248–251
    • (2000) Science , vol.287 , pp. 248-251
    • McGaugh, J.L.1
  • 56
    • 0029876522 scopus 로고    scopus 로고
    • Learning and memory in honeybees: from behavior to natural substrates
    • Menzel R, Müller U (1996) Learning and memory in honeybees: from behavior to natural substrates. Annu Rev Neurosci 19:179–404
    • (1996) Annu Rev Neurosci , vol.19 , pp. 179-404
    • Menzel, R.1    Müller, U.2
  • 57
    • 0028972278 scopus 로고
    • Bee foraging in uncertain environments using predictive Hebbian learning
    • COI: 1:CAS:528:DyaK2MXovFygurY%3D, PID: 7477260
    • Montague PR, Dayan P, Person C, Sejnowski TJ (1995) Bee foraging in uncertain environments using predictive Hebbian learning. Nature 377:725–728
    • (1995) Nature , vol.377 , pp. 725-728
    • Montague, P.R.1    Dayan, P.2    Person, C.3    Sejnowski, T.J.4
  • 58
    • 0028038057 scopus 로고
    • Requirement of a critical period of transcription for induction of a late phase of ltp
    • COI: 1:CAS:528:DyaK1cXjvFykug%3D%3D, PID: 8066450
    • Nguyen PV, Abel T, Kandel ER (1994) Requirement of a critical period of transcription for induction of a late phase of ltp. Science 265(5175):1104–1107
    • (1994) Science , vol.265 , Issue.5175 , pp. 1104-1107
    • Nguyen, P.V.1    Abel, T.2    Kandel, E.R.3
  • 59
    • 37349058556 scopus 로고    scopus 로고
    • Dopamine signaling and the distal reward problem
    • COI: 1:CAS:528:DC%2BD2sXhsVagtbnO
    • Nitz DA, Kargo WJ, Fleisher J (2007) Dopamine signaling and the distal reward problem. Learn Mem 18(17):1833–1836
    • (2007) Learn Mem , vol.18 , Issue.17 , pp. 1833-1836
    • Nitz, D.A.1    Kargo, W.J.2    Fleisher, J.3
  • 60
    • 84878189354 scopus 로고    scopus 로고
    • A spiking neural model for stable reinforcement of synapses based on multiple distal rewards
    • PID: 23020112
    • O’Brien MJ, Srinivasan N (2013) A spiking neural model for stable reinforcement of synapses based on multiple distal rewards. Neural Comput 25(1):123–156
    • (2013) Neural Comput , vol.25 , Issue.1 , pp. 123-156
    • O’Brien, M.J.1    Srinivasan, N.2
  • 61
    • 0035152958 scopus 로고    scopus 로고
    • Abstract reward and punishment representations in the human orbitofrontal cortex
    • PID: 11135651
    • O’Doherty JP, Kringelbach ML, Rolls ET, Andrews C (2001) Abstract reward and punishment representations in the human orbitofrontal cortex. Nat Neurosci 4(1):95–102
    • (2001) Nat Neurosci , vol.4 , Issue.1 , pp. 95-102
    • O’Doherty, J.P.1    Kringelbach, M.L.2    Rolls, E.T.3    Andrews, C.4
  • 62
    • 84985123292 scopus 로고
    • Superstitious behavior in humans
    • COI: 1:STN:280:DC%2BC3cnitlGqtA%3D%3D, PID: 16812480
    • Ono K (1987) Superstitious behavior in humans. J Exp Anal Behav 47(3):261–271
    • (1987) J Exp Anal Behav , vol.47 , Issue.3 , pp. 261-271
    • Ono, K.1
  • 63
    • 78650996104 scopus 로고    scopus 로고
    • Synaptic tagging, evaluation of memories, and the distal reward problem
    • Päpper M, Kempter R, Leibold C (2011) Synaptic tagging, evaluation of memories, and the distal reward problem. Learn Mem 18:58–70
    • (2011) Learn Mem , vol.18 , pp. 58-70
    • Päpper, M.1    Kempter, R.2    Leibold, C.3
  • 64
    • 0029555529 scopus 로고    scopus 로고
    • The ascending neuromodulatory systems in learning by reinforcement: comparing computational conjectures with experimental findings
    • Pennartz CMA (1996) The ascending neuromodulatory systems in learning by reinforcement: comparing computational conjectures with experimental findings. Brain Res Rev 21:219–245
    • (1996) Brain Res Rev , vol.21 , pp. 219-245
    • Pennartz, C.M.A.1
  • 65
    • 0031559957 scopus 로고    scopus 로고
    • Reinforcement learning by hebbian synapses with adaptive threshold
    • COI: 1:CAS:528:DyaK2sXmtVKmsbo%3D, PID: 9300423
    • Pennartz CMA (1997) Reinforcement learning by hebbian synapses with adaptive threshold. Neuroscience 81(2):303–319
    • (1997) Neuroscience , vol.81 , Issue.2 , pp. 303-319
    • Pennartz, C.M.A.1
  • 66
    • 49449095638 scopus 로고    scopus 로고
    • What is reinforced by phasic dopamine signals?
    • COI: 1:CAS:528:DC%2BD1cXhtVagt7vK, PID: 18055018
    • Redgrave P, Gurney K, Reynolds J (2008) What is reinforced by phasic dopamine signals? Brain Res Rev 58:322–339
    • (2008) Brain Res Rev , vol.58 , pp. 322-339
    • Redgrave, P.1    Gurney, K.2    Reynolds, J.3
  • 68
    • 0345734081 scopus 로고    scopus 로고
    • A working memory model based on fast hebbian learning
    • COI: 1:STN:280:DC%2BD3srntlSksA%3D%3D
    • Sandberg A, Tegnér J, Lansner A (2003) A working memory model based on fast hebbian learning. Netw Comput Neural Syst 14(4):789–802
    • (2003) Netw Comput Neural Syst , vol.14 , Issue.4 , pp. 789-802
    • Sandberg, A.1    Tegnér, J.2    Lansner, A.3
  • 69
    • 38149103483 scopus 로고    scopus 로고
    • Order-dependent coincidence detection in cerebellar Purkinje neurons at the inositol trisphosphate receptor
    • COI: 1:CAS:528:DC%2BD1cXmtV2msA%3D%3D, PID: 18171931
    • Sarkisov DV, Wang SSH (2008) Order-dependent coincidence detection in cerebellar Purkinje neurons at the inositol trisphosphate receptor. J Neurosci 28(1):133–142
    • (2008) J Neurosci , vol.28 , Issue.1 , pp. 133-142
    • Sarkisov, D.V.1    Wang, S.S.H.2
  • 70
    • 0031867046 scopus 로고    scopus 로고
    • Predictive reward signal of dopamine neurons
    • COI: 1:CAS:528:DyaK1cXltFWisbY%3D, PID: 9658025
    • Schultz W (1998) Predictive reward signal of dopamine neurons. J Neurophysiol 80:1–27
    • (1998) J Neurophysiol , vol.80 , pp. 1-27
    • Schultz, W.1
  • 71
    • 0027468102 scopus 로고
    • Responses of monkey dopamine neurons to reward and conditioned stimuli during successive steps of learning a delayed response task
    • Schultz W, Apicella P, Ljungberg T (1993) Responses of monkey dopamine neurons to reward and conditioned stimuli during successive steps of learning a delayed response task. J Neurosci 13:900–913
    • (1993) J Neurosci , vol.13 , pp. 900-913
    • Schultz, W.1    Apicella, P.2    Ljungberg, T.3
  • 72
    • 0030896968 scopus 로고    scopus 로고
    • A neural substrate for prediction and reward
    • COI: 1:CAS:528:DyaK2sXhvFSntro%3D, PID: 9054347
    • Schultz W, Dayan P, Montague PR (1997) A neural substrate for prediction and reward. Science 275:1593–1598
    • (1997) Science , vol.275 , pp. 1593-1598
    • Schultz, W.1    Dayan, P.2    Montague, P.R.3
  • 73
    • 23944472208 scopus 로고    scopus 로고
    • Learning only when necessary: better memories of correlated patterns in networks with bounded synapses
    • PID: 16105220
    • Senn W, Fusi S (2005) Learning only when necessary: better memories of correlated patterns in networks with bounded synapses. Neural Comput 17(10):2106–2138
    • (2005) Neural Comput , vol.17 , Issue.10 , pp. 2106-2138
    • Senn, W.1    Fusi, S.2
  • 74
    • 0002377958 scopus 로고
    • Superstition” in the pigeon
    • COI: 1:STN:280:DyaH1c%2FlslCisA%3D%3D, PID: 18913665
    • Skinner BF (1948) “Superstition” in the pigeon. J Exp Psychol 38:168–172
    • (1948) J Exp Psychol , vol.38 , pp. 168-172
    • Skinner, B.F.1
  • 76
    • 84865440918 scopus 로고    scopus 로고
    • From modulated Hebbian plasticity to simple behavior learning through noise and weight saturation
    • PID: 22796669
    • Soltoggio A, Stanley KO (2012) From modulated Hebbian plasticity to simple behavior learning through noise and weight saturation. Neural Netw 34:28–41
    • (2012) Neural Netw , vol.34 , pp. 28-41
    • Soltoggio, A.1    Stanley, K.O.2
  • 77
    • 84877812921 scopus 로고    scopus 로고
    • Solving the distal reward problem with rare correlations
    • PID: 23339615
    • Soltoggio A, Steil JJ (2013) Solving the distal reward problem with rare correlations. Neural Comput 25(4):940–978
    • (2013) Neural Comput , vol.25 , Issue.4 , pp. 940-978
    • Soltoggio, A.1    Steil, J.J.2
  • 79
    • 84904917211 scopus 로고    scopus 로고
    • Rare neural correlations implement robotic conditioning with reward delays and disturbances
    • Research Topic: Value and Reward Based Learning
    • Soltoggio A, Lemme A, Reinhart FR, Steil JJ (2013a) Rare neural correlations implement robotic conditioning with reward delays and disturbances. Front Neurorobot 7:1–16 (Research Topic: Value and Reward Based Learning in Neurobots)
    • (2013) Front Neurorobot 7:1–16
    • Soltoggio, A.1    Lemme, A.2    Reinhart, F.R.3    Steil, J.J.4
  • 81
    • 0036592036 scopus 로고    scopus 로고
    • Neuromodulation and plasticity in an autonomous robot
    • PID: 12371525
    • Sporns O, Alexander WH (2002) Neuromodulation and plasticity in an autonomous robot. Neural Netw 15:761–774
    • (2002) Neural Netw , vol.15 , pp. 761-774
    • Sporns, O.1    Alexander, W.H.2
  • 82
    • 0141480929 scopus 로고    scopus 로고
    • Neuromodulation in a learning robot: interactions between neural plasticity and behavior
    • Sporns O, Alexander WH (2003) Neuromodulation in a learning robot: interactions between neural plasticity and behavior. Proc Int Joint Conf Neural Netw 4:2789–2794
    • (2003) Proc Int Joint Conf Neural Netw , vol.4 , pp. 2789-2794
    • Sporns, O.1    Alexander, W.H.2
  • 83
    • 0023510203 scopus 로고
    • Olfaction and the “data” memory system in rats
    • COI: 1:STN:280:DyaL1c7gs12kug%3D%3D, PID: 3426792
    • Staubli U, Fraser D, Faraday R, Lynch G (1987) Olfaction and the “data” memory system in rats. Behav Neurosci 101(6):757–765
    • (1987) Behav Neurosci , vol.101 , Issue.6 , pp. 757-765
    • Staubli, U.1    Fraser, D.2    Faraday, R.3    Lynch, G.4
  • 84
    • 0003617454 scopus 로고
    • Temporal credit assignment in reinforcement learning. Ph.D. thesis, Department of Computer Science, University of Massachusetts, Amherst
    • Sutton RS (1984) Temporal credit assignment in reinforcement learning. Ph.D. thesis, Department of Computer Science, University of Massachusetts, Amherst, MA 01003
    • (1984) MA , pp. 01003
    • Sutton, R.S.1
  • 86
    • 0028905199 scopus 로고
    • Modulatory mechanisms in pavlovian conditioning
    • Swartzentruber D (1995) Modulatory mechanisms in pavlovian conditioning. Anim Learn Behav 23(2):123–143
    • (1995) Anim Learn Behav , vol.23 , Issue.2 , pp. 123-143
    • Swartzentruber, D.1
  • 88
    • 60749100305 scopus 로고    scopus 로고
    • Reinforcement learning in populations of spiking neurons
    • COI: 1:CAS:528:DC%2BD1MXhvFKjsbg%3D, PID: 19219040
    • Urbanczik R, Senn W (2009) Reinforcement learning in populations of spiking neurons. Nat Neurosci 12:250–252
    • (2009) Nat Neurosci , vol.12 , pp. 250-252
    • Urbanczik, R.1    Senn, W.2
  • 89
    • 4243843160 scopus 로고    scopus 로고
    • Hebbian learning, its correlation catastrophe, and unlearning
    • Van Hemmen J (1997) Hebbian learning, its correlation catastrophe, and unlearning. Netw Comput Neural Syst 8(3):V1–V17
    • (1997) Netw Comput Neural Syst , vol.8 , Issue.3 , pp. 1-17
    • Van Hemmen, J.1
  • 90
    • 0033680563 scopus 로고    scopus 로고
    • Coincidence detection in single dendritic spines mediated by calcium release
    • COI: 1:CAS:528:DC%2BD3cXosVGgsbw%3D, PID: 11100147
    • Wang SSH, Denk W, Häusser M (2000) Coincidence detection in single dendritic spines mediated by calcium release. Nat Neurosci 3(12):1266–1273
    • (2000) Nat Neurosci , vol.3 , Issue.12 , pp. 1266-1273
    • Wang, S.S.H.1    Denk, W.2    Häusser, M.3
  • 91
    • 0035951444 scopus 로고    scopus 로고
    • Autonomous mental development by robots and animals
    • COI: 1:CAS:528:DC%2BD3MXnt12nug%3D%3D, PID: 11229402
    • Weng J, McClelland J, Pentland A, Sporns O, Stockman I, Sur M, Thelen E (2001) Autonomous mental development by robots and animals. Science 291(5504):599–600
    • (2001) Science , vol.291 , Issue.5504 , pp. 599-600
    • Weng, J.1    McClelland, J.2    Pentland, A.3    Sporns, O.4    Stockman, I.5    Sur, M.6    Thelen, E.7
  • 92
    • 0025241289 scopus 로고
    • Control of dopamine extracellular concentration in rat striatum by impulse flow and uptake
    • Wighmann R, Zimmerman J (1990) Control of dopamine extracellular concentration in rat striatum by impulse flow and uptake. Brain Res Brain Res Rev 15(2):135–144
    • (1990) Brain Res Brain Res Rev , vol.15 , Issue.2 , pp. 135-144
    • Wighmann, R.1    Zimmerman, J.2
  • 93
    • 0024553362 scopus 로고
    • Brain dopamine and reward
    • COI: 1:STN:280:DyaL1M7pt1anuw%3D%3D, PID: 2648975
    • Wise RA, Rompre PP (1989) Brain dopamine and reward. Annu Rev Psychol 40:191–225
    • (1989) Annu Rev Psychol , vol.40 , pp. 191-225
    • Wise, R.A.1    Rompre, P.P.2
  • 94
    • 37649027755 scopus 로고    scopus 로고
    • Learning in neural networks by reinforcement of irregular spiking
    • Xie X, Seung HS (2004) Learning in neural networks by reinforcement of irregular spiking. Phys Rev E 69:1–10
    • (2004) Phys Rev E , vol.69 , pp. 1-10
    • Xie, X.1    Seung, H.S.2
  • 95
    • 0037929603 scopus 로고    scopus 로고
    • Neuromodulation of reactive sensorimotor mappings as short-term memory mechanism in delayed response tasks
    • Ziemke T, Thieme M (2002) Neuromodulation of reactive sensorimotor mappings as short-term memory mechanism in delayed response tasks. Adapt Behav 10:185–199
    • (2002) Adapt Behav , vol.10 , pp. 185-199
    • Ziemke, T.1    Thieme, M.2
  • 96
    • 0024600340 scopus 로고
    • Short-term synaptic plasticity
    • Zucker RS (1989) Short-term synaptic plasticity. Annu Rev Neurosci 12(1):13–31
    • (1989) Annu Rev Neurosci , vol.12 , Issue.1 , pp. 13-31
    • Zucker, R.S.1
  • 97
    • 0036201201 scopus 로고    scopus 로고
    • Short-term synaptic plasticity
    • COI: 1:CAS:528:DC%2BD38XisFGmsLk%3D, PID: 11826273
    • Zucker RS, Regehr WG (2002) Short-term synaptic plasticity. Annu Rev Physiol 64(1):355–405
    • (2002) Annu Rev Physiol , vol.64 , Issue.1 , pp. 355-405
    • Zucker, R.S.1    Regehr, W.G.2


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