-
1
-
-
0037930510
-
An embodied model of learning, plasticity, and reward
-
Alexander, W. H., and Sporns, O. (2002). An embodied model of learning, plasticity, and reward. Adapt. Behav. 10, 143-159.
-
(2002)
Adapt. Behav.
, vol.10
, pp. 143-159
-
-
Alexander, W.H.1
Sporns, O.2
-
2
-
-
0015873737
-
Impaired learning and decreased cortical norepinephrine after bilateral locus coeruleus lesions
-
Anlezark, G. M., Crow, T. J., and Greenway, A. P. (1973). Impaired learning and decreased cortical norepinephrine after bilateral locus coeruleus lesions. Science 181, 682-684.
-
(1973)
Science
, vol.181
, pp. 682-684
-
-
Anlezark, G.M.1
Crow, T.J.2
Greenway, A.P.3
-
3
-
-
0035976319
-
Cognitive developmental robotics as a new paradigm for the design of humanoid robots
-
Asada, M., MacDormanb, K. F., Ishigurob, H., and Kuniyoshic, Y. (2001). Cognitive developmental robotics as a new paradigm for the design of humanoid robots. Rob. Auton. Syst. 37, 185-193.
-
(2001)
Rob. Auton. Syst.
, vol.37
, pp. 185-193
-
-
Asada, M.1
MacDormanb, K.F.2
Ishigurob, H.3
Kuniyoshic, Y.4
-
4
-
-
27844591709
-
Adaptive gain and the role of the locus coeruleus-norepinephrine system in optimal performance
-
Aston-Jones, G., and Cohen, J. D. (2005). Adaptive gain and the role of the locus coeruleus-norepinephrine system in optimal performance. J. Comp. Neurol. 493, 99-110.
-
(2005)
J. Comp. Neurol.
, vol.493
, pp. 99-110
-
-
Aston-Jones, G.1
Cohen, J.D.2
-
5
-
-
84857013171
-
Simulation of cholinergic and noradrenergic modulation of behavior in uncertain environments.
-
doi:10.3389/fncom.2012.00005.
-
Avery, M. C., Nitz, D. A., Chiba, A. A., and Krichmar, J. L. (2012). Simulation of cholinergic and noradrenergic modulation of behavior in uncertain environments. Front. Comput. Neurosci. 6:5. doi:10.3389/fncom.2012.00005.
-
(2012)
Front. Comput. Neurosci.
, vol.6
, pp. 5
-
-
Avery, M.C.1
Nitz, D.A.2
Chiba, A.A.3
Krichmar, J.L.4
-
6
-
-
0034633737
-
A novel function for serotonin-mediated short-term facilitation in Aplysia: conversion of a transient, cell-wide homosynaptic Hebbian plasticity into a persistent, protein synthesis-independent synapse-specific enhancement
-
Bailey, C. H., Giustetto, M., Zhu, H., Chen, M., and Kandel, E. R. (2000). A novel function for serotonin-mediated short-term facilitation in Aplysia: conversion of a transient, cell-wide homosynaptic Hebbian plasticity into a persistent, protein synthesis-independent synapse-specific enhancement. Proc. Natl. Acad. Sci. U.S.A. 97, 11581-11586.
-
(2000)
Proc. Natl. Acad. Sci. U.S.A.
, vol.97
, pp. 11581-11586
-
-
Bailey, C.H.1
Giustetto, M.2
Zhu, H.3
Chen, M.4
Kandel, E.R.5
-
7
-
-
0037204997
-
Operant reward learning in aplysia: neuronal correlates and mechanisms
-
Brembs, B., Lorenzetti, F. D., Reyes, F. D., Baxter, D. A., and Byrne, J. H. (2002). Operant reward learning in aplysia: neuronal correlates and mechanisms. Science 296, 1706-1709.
-
(2002)
Science
, vol.296
, pp. 1706-1709
-
-
Brembs, B.1
Lorenzetti, F.D.2
Reyes, F.D.3
Baxter, D.A.4
Byrne, J.H.5
-
8
-
-
0019856201
-
Classical conditioning in a simple withdrawal reflex in Aplysia californica
-
Carew, T. J., Walters, E. T., and Kandel, E. R. (1981). Classical conditioning in a simple withdrawal reflex in Aplysia californica. J. Neurosci. 1, 1426-1437.
-
(1981)
J. Neurosci.
, vol.1
, pp. 1426-1437
-
-
Carew, T.J.1
Walters, E.T.2
Kandel, E.R.3
-
9
-
-
70349449301
-
Neuromodulation as a robot controller: a brain inspired strategy for controlling autonomous robots
-
Cox, R. B., and Krichmar, J. L. (2009). Neuromodulation as a robot controller: a brain inspired strategy for controlling autonomous robots. IEEE Robot. Autom. Mag. 16, 72-80.
-
(2009)
IEEE Robot. Autom. Mag.
, vol.16
, pp. 72-80
-
-
Cox, R.B.1
Krichmar, J.L.2
-
10
-
-
0033213819
-
What are the computations of the cerebellum, the basal ganglia and the cerebral cortex?
-
Doya, K. (1999). What are the computations of the cerebellum, the basal ganglia and the cerebral cortex? Neural. Netw. 12, 961-974.
-
(1999)
Neural. Netw.
, vol.12
, pp. 961-974
-
-
Doya, K.1
-
11
-
-
0036592023
-
Metalearning and neuromodulation
-
Doya, K. (2002). Metalearning and neuromodulation. Neural. Netw. 15, 495-506.
-
(2002)
Neural. Netw.
, vol.15
, pp. 495-506
-
-
Doya, K.1
-
12
-
-
37549060355
-
Reinforcement learning with modulated spike timing-dependent synaptic plasticity
-
Farries, M. A., and Fairhall, A. L. (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
-
13
-
-
0032523539
-
Computational models of neuromodulation
-
Fellous, J.-M., and Linster, C. (1998). Computational models of neuromodulation. Neural. Comput. 10, 771-805.
-
(1998)
Neural. Comput.
, vol.10
, pp. 771-805
-
-
Fellous, J.-M.1
Linster, C.2
-
14
-
-
34249708388
-
Reinforcement learning through modulation of spike-timing-dependent synaptic plasticity
-
Florian, R. V. (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
-
15
-
-
0031024891
-
Synaptic tagging and long-term potentiation
-
Frey, U., and Morris, R. G. M. (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
-
16
-
-
0003944315
-
The Organization of Learning.
-
Cambridge: MIT Press.
-
Gallistel, C. R. (1993). The Organization of Learning. Cambridge: MIT Press.
-
(1993)
-
-
Gallistel, C.R.1
-
17
-
-
0027443442
-
An identified neuron mediates the unconditioned stimulus in associative olfactory learning in honeybees
-
Hammer, M. (1993). An identified neuron mediates the unconditioned stimulus in associative olfactory learning in honeybees. Nature 366, 59-63.
-
(1993)
Nature
, vol.366
, pp. 59-63
-
-
Hammer, M.1
-
18
-
-
0028025907
-
Runaway synaptic modification in models of cortex: implications for Alzheimer's disease
-
Hasselmo, M. E. (1994). Runaway synaptic modification in models of cortex: implications for Alzheimer's disease. Neural. Netw. 7, 13-40.
-
(1994)
Neural. Netw.
, vol.7
, pp. 13-40
-
-
Hasselmo, M.E.1
-
19
-
-
0033198942
-
Neuromodulation: acetylcholine and memory consolidation
-
Hasselmo, M. E. (1999). Neuromodulation: acetylcholine and memory consolidation. Trends Cogn. Sci. (Regul. Ed.) 3, 351-359.
-
(1999)
Trends Cogn. Sci. (Regul. Ed.)
, vol.3
, pp. 351-359
-
-
Hasselmo, M.E.1
-
20
-
-
0028958196
-
Neuromodulation and cortical function: modeling the physiological basis of behavior
-
Hasselmo, M. E. (1995). Neuromodulation and cortical function: modeling the physiological basis of behavior. Behav. Brain Res. 67, 1-27.
-
(1995)
Behav. Brain Res.
, vol.67
, pp. 1-27
-
-
Hasselmo, M.E.1
-
21
-
-
84872317854
-
Principles of Behavior.
-
New-York: Appleton Century.
-
Hull, C. L. (1943). Principles of Behavior. New-York: Appleton Century.
-
(1943)
-
-
Hull, C.L.1
-
22
-
-
34948906745
-
Solving the distal reward problem through linkage of STDP and dopamine signaling
-
Izhikevich, E. M. (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
-
23
-
-
0002981963
-
Punishment Aversive Behavior, Chapter Predictability, Surprise, Attention and Conditioning.
-
New York: Appleton-Century-Crofts
-
Kamin, L. J. (1969). Punishment and Aversive Behavior, Chapter Predictability, Surprise, Attention and Conditioning. New York: Appleton-Century-Crofts, 279-296.
-
(1969)
, pp. 279-296
-
-
Kamin, L.J.1
-
24
-
-
0013812351
-
Heterosynaptic facilitation in neurones of the abdominal ganglion of Aplysia depilans
-
Kandel, E. R., and Tauc, L. (1965). Heterosynaptic facilitation in neurones of the abdominal ganglion of Aplysia depilans. J. Physiol. (Lond.) 181, 1-27.
-
(1965)
J. Physiol. (Lond.)
, vol.181
, pp. 1-27
-
-
Kandel, E.R.1
Tauc, L.2
-
25
-
-
0028571742
-
Winner-take-all networks for physiological models of competitive learning
-
Kaski, S., and Kohonen, T. (1994). Winner-take-all networks for physiological models of competitive learning. Neural. Netw. 7, 973-984.
-
(1994)
Neural. Netw.
, vol.7
, pp. 973-984
-
-
Kaski, S.1
Kohonen, T.2
-
26
-
-
55949132052
-
The neuromodulatory system: a framework for survival and adaptive behavior in a challenging world
-
Krichmar, J. L. (2008). The neuromodulatory system: a framework for survival and adaptive behavior in a challenging world. Adapt. Behav. 16, 385-399.
-
(2008)
Adapt. Behav.
, vol.16
, pp. 385-399
-
-
Krichmar, J.L.1
-
27
-
-
55449121121
-
A learning theory for reward-modulated spike-timing-dependent plasticity with application to biofeedback.
-
doi:10.1371/journal.pcbi.1000180.
-
Legenstein, R., Pecevski, D., and Maass, W. (2008). A learning theory for reward-modulated spike-timing-dependent plasticity with application to biofeedback. PLoS Comput. Biol. 4:e1000180. doi:10.1371/journal.pcbi.1000180.
-
(2008)
PLoS Comput. Biol.
, vol.4
-
-
Legenstein, R.1
Pecevski, D.2
Maass, W.3
-
28
-
-
0036592024
-
Cellular, synaptic and network effects of neuromodulation
-
Marder, E., and Thirumalai, V. (2002). Cellular, synaptic and network effects of neuromodulation. Neural. Netw. 15, 479-493.
-
(2002)
Neural. Netw.
, vol.15
, pp. 479-493
-
-
Marder, E.1
Thirumalai, V.2
-
29
-
-
84950656359
-
Variations of box plots
-
McGill, R., Turkey, J. W., and Larsen, W. A. (1978). Variations of box plots. Am. Stat. 32, 12-16.
-
(1978)
Am. Stat.
, vol.32
, pp. 12-16
-
-
McGill, R.1
Turkey, J.W.2
Larsen, W.A.3
-
30
-
-
0029876522
-
Learning and memory in honeybees: from behavior to natural substrates
-
Menzel, R., and Müller, U. (1996). Learning and memory in honeybees: from behavior to natural substrates. Annu. Rev. Neurosci. 19, 379-404.
-
(1996)
Annu. Rev. Neurosci.
, vol.19
, pp. 379-404
-
-
Menzel, R.1
Müller, U.2
-
31
-
-
0029981543
-
A framework for mesencephalic dopamine systems based on predictive Hebbian learning
-
Montague, P. R., Dayan, P., and Sejnowski, T. J. (1996). A framework for mesencephalic dopamine systems based on predictive Hebbian learning. J. Neurosci. 16, 1936-1947.
-
(1996)
J. Neurosci.
, vol.16
, pp. 1936-1947
-
-
Montague, P.R.1
Dayan, P.2
Sejnowski, T.J.3
-
32
-
-
0003673520
-
Systems that Learn: An Introduction to Learning Theory for Cognitive and Computer Scientists (Learning, Development, and Conceptual Change).
-
Cambridge: MIT Press.
-
Osherson, D., Stob, M., and Weinstein, S. (1990). Systems that Learn: An Introduction to Learning Theory for Cognitive and Computer Scientists (Learning, Development, and Conceptual Change). Cambridge: MIT Press.
-
(1990)
-
-
Osherson, D.1
Stob, M.2
Weinstein, S.3
-
33
-
-
78650996104
-
Synaptic tagging, evaluation of memories, and the distal reward problem
-
Päpper, M., Kempter, R., and 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
-
34
-
-
0004281531
-
Conditioned Reflexes.
-
Oxford: Oxford University Press.
-
Pavlov, I. P. (1927). Conditioned Reflexes. Oxford: Oxford University Press.
-
(1927)
-
-
Pavlov, I.P.1
-
35
-
-
77953483366
-
Reward-modulated Hebbian learning of decision making
-
Pfeiffer, M., Nessler, B., Douglas, R. J., and Maass, W. (2010). Reward-modulated Hebbian learning of decision making. Neural. Comput. 22, 1-46.
-
(2010)
Neural. Comput.
, vol.22
, pp. 1-46
-
-
Pfeiffer, M.1
Nessler, B.2
Douglas, R.J.3
Maass, W.4
-
36
-
-
35549002871
-
Learning with relevance: using a third factor to stabilize Hebbian learning
-
Porr, B., and Wörgötter, F. (2007). Learning with relevance: using a third factor to stabilize Hebbian learning. Neural. Comput. 19, 2694-2719.
-
(2007)
Neural. Comput.
, vol.19
, pp. 2694-2719
-
-
Porr, B.1
Wörgötter, F.2
-
37
-
-
79958078227
-
An imperfect dopaminergic error signal can drive temporal-difference learning.
-
doi:10.1371/journal.pcbi.1001133.
-
Potjans, W., Diesmann, M., and Morrison, A. (2011). An imperfect dopaminergic error signal can drive temporal-difference learning. PLoS Comput. Biol. 7:e1001133. doi:10.1371/journal.pcbi.1001133.
-
(2011)
PLoS Comput. Biol.
, vol.7
-
-
Potjans, W.1
Diesmann, M.2
Morrison, A.3
-
38
-
-
67650298948
-
A spiking neural network model of an actor-critic learning agent
-
Potjans, W., Morrison, A., and Diesmann, M. (2009). A spiking neural network model of an actor-critic learning agent. Neural. Comput. 21, 301-339.
-
(2009)
Neural. Comput.
, vol.21
, pp. 301-339
-
-
Potjans, W.1
Morrison, A.2
Diesmann, M.3
-
39
-
-
78650336345
-
Making memories last: the synaptic tagging and capture hypothesis
-
Redondo, R. L., and Morris, R. G. M. (2011). Making memories last: the synaptic tagging and capture hypothesis. Nat. Rev. Neurosci. 12, 17-30.
-
(2011)
Nat. Rev. Neurosci.
, vol.12
, pp. 17-30
-
-
Redondo, R.L.1
Morris, R.G.M.2
-
40
-
-
0036592025
-
Dopamine-dependent plasticity of corticostriatal synapses
-
Reynolds, J. N., and Wickens, J. R. (2002). Dopamine-dependent plasticity of corticostriatal synapses. Neural. Netw. 15, 507-521.
-
(2002)
Neural. Netw.
, vol.15
, pp. 507-521
-
-
Reynolds, J.N.1
Wickens, J.R.2
-
41
-
-
38149103483
-
Order-dependent coincidence detection in cerebellar Purkinje neurons at the inositol trisphosphate receptor
-
Sarkisov, D. V., and Wang, S. S. H. (2008). Order-dependent coincidence detection in cerebellar Purkinje neurons at the inositol trisphosphate receptor. J. Neurosci. 28, 133-142.
-
(2008)
J. Neurosci.
, vol.28
, pp. 133-142
-
-
Sarkisov, D.V.1
Wang, S.S.H.2
-
42
-
-
0027468102
-
Responses of monkey dopamine neurons to reward and conditioned stimuli during successive steps of learning a delayed response task
-
Schultz, W., Apicella, P., and 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
-
43
-
-
0030896968
-
A neural substrate for prediction and reward
-
Schultz, W., Dayan, P., and Montague, P. R. (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
-
44
-
-
0002377958
-
"Superstition" in the pigeon
-
Skinner, B. F. (1948). "Superstition" in the pigeon. J. Exp. Psychol. 38, 168-172.
-
(1948)
J. Exp. Psychol.
, vol.38
, pp. 168-172
-
-
Skinner, B.F.1
-
45
-
-
0004144751
-
Science Human Behavior.
-
New York: MacMillan.
-
Skinner, B. F. (1953). Science and Human Behavior. New York: MacMillan.
-
(1953)
-
-
Skinner, B.F.1
-
46
-
-
84874614281
-
"Evolutionary advantages of neuromodulated plasticity in dynamic, reward-based scenarios,"
-
in Artificial Life XI: Proceedings of the Eleventh International Conference on the Simulation and Synthesis of Living Systems. Cambridge: MIT Press.
-
Soltoggio, A., Bullinaria, J. A., Mattiussi, C., Dürr, P., and Floreano, D. (2008). "Evolutionary advantages of neuromodulated plasticity in dynamic, reward-based scenarios," in Artificial Life XI: Proceedings of the Eleventh International Conference on the Simulation and Synthesis of Living Systems. Cambridge: MIT Press.
-
(2008)
-
-
Soltoggio, A.1
Bullinaria, J.A.2
Mattiussi, C.3
Dürr, P.4
Floreano, D.5
-
47
-
-
84865440918
-
From modulated Hebbian plasticity to simple behavior learning through noise and weight saturation
-
Soltoggio, A., and Stanley, K. O. (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
-
48
-
-
84877812921
-
Solving the distal reward problem with rare correlations
-
Soltoggio, A., and Steil, J. J. (2013). Solving the distal reward problem with rare correlations. Neural. Comput. 25, 940-978.
-
(2013)
Neural. Comput.
, vol.25
, pp. 940-978
-
-
Soltoggio, A.1
Steil, J.J.2
-
49
-
-
84904896240
-
"Learning at the edge of chaos: temporal coupling of spiking neurons controller for autonomous robotic,"
-
in Proceedings of the AAAI Spring Symposia on Developmental Robotics. Stanford, CA: AAAI Spring Symposium Series.
-
Soula, H., Alwan, A., and Beslon, G. (2005). "Learning at the edge of chaos: temporal coupling of spiking neurons controller for autonomous robotic," in Proceedings of the AAAI Spring Symposia on Developmental Robotics. Stanford, CA: AAAI Spring Symposium Series.
-
(2005)
-
-
Soula, H.1
Alwan, A.2
Beslon, G.3
-
50
-
-
0036592036
-
Neuromodulation and plasticity in an autonomous robot
-
Sporns, O., and Alexander, W. H. (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
-
51
-
-
0004102479
-
Reinforcement Learning: An Introduction.
-
Cambridge, MA: MIT Press.
-
Sutton, R. S., and Barto, A. G. (1998). Reinforcement Learning: An Introduction. Cambridge, MA: MIT Press.
-
(1998)
-
-
Sutton, R.S.1
Barto, A.G.2
-
52
-
-
0003998491
-
Animal Intelligence.
-
New York: Macmillan.
-
Thorndike, E. L. (1911). Animal Intelligence. New York: Macmillan.
-
(1911)
-
-
Thorndike, E.L.1
-
53
-
-
34547495534
-
iCub - the design and realization of an open humanoid platform for cognitive and neuroscience research
-
Tsakarakis, N., Metta, G., Sandini, G., Vernon, D., Beira, R., Becchi, F., et al. (2007). iCub - the design and realization of an open humanoid platform for cognitive and neuroscience research. Adv. Robot. 21, 1151-1175.
-
(2007)
Adv. Robot.
, vol.21
, pp. 1151-1175
-
-
Tsakarakis, N.1
Metta, G.2
Sandini, G.3
Vernon, D.4
Beira, R.5
Becchi, F.6
-
54
-
-
74549209037
-
Spike-based reinforcement learning in continuous state and action space: when policy gradient methods fail.
-
doi:10.1371/journal.pcbi.1000586.
-
Vasilaki, E., Frémaux, N., Urbanczik, R., Senn, W., and Gerstner, W. (2009). Spike-based reinforcement learning in continuous state and action space: when policy gradient methods fail. PLoS Comput. Biol. 5:e1000586. doi:10.1371/journal.pcbi.1000586.
-
(2009)
PLoS Comput. Biol.
, vol.5
-
-
Vasilaki, E.1
Frémaux, N.2
Urbanczik, R.3
Senn, W.4
Gerstner, W.5
-
55
-
-
0033680563
-
Coincidence detection in single dendritic spines mediated by calcium release
-
Wang, S. S. H., Denk, W., and Häusser, M. (2000). Coincidence detection in single dendritic spines mediated by calcium release. Nat. Neurosci. 3, 1266-1273.
-
(2000)
Nat. Neurosci.
, vol.3
, pp. 1266-1273
-
-
Wang, S.S.H.1
Denk, W.2
Häusser, M.3
-
56
-
-
1842537957
-
The psychology and neuroscience of forgetting
-
Wixted, J. T. (2004). The psychology and neuroscience of forgetting. Annu. Rev. Psychol. 55, 235-269.
-
(2004)
Annu. Rev. Psychol.
, vol.55
, pp. 235-269
-
-
Wixted, J.T.1
-
57
-
-
0037929603
-
Neuromodulation of reactive sensorimotor mappings as short-term memory mechanism in delayed response tasks
-
Ziemke, T., and 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
|