Solving the distal reward problem with rare correlations

Soltoggio A, Steil JJ (2013)
Neural Computation 25(4): 940-978.

Zeitschriftenaufsatz | Veröffentlicht | Englisch
 
Download
Es wurden keine Dateien hochgeladen. Nur Publikationsnachweis!
DOI
Autor*in
Soltoggio, AndreaUniBi; Steil, Jochen J.UniBi
Einrichtung
Research Institute for Cognition and Robotics
Technische Fakultät
Center of Excellence - Cognitive Interaction Technology CITEC
Stichworte
CoR-Lab Publication
Erscheinungsjahr
2013
Zeitschriftentitel
Neural Computation
Band
25
Ausgabe
4
Seite(n)
940-978
ISSN
0899-7667
eISSN
1530-888X
Page URI
https://pub.uni-bielefeld.de/record/2532425

Zitieren

Soltoggio A, Steil JJ. Solving the distal reward problem with rare correlations. Neural Computation. 2013;25(4):940-978.
Soltoggio, A., & Steil, J. J. (2013). Solving the distal reward problem with rare correlations. Neural Computation, 25(4), 940-978. doi:10.1162/NECO_a_00419
Soltoggio, Andrea, and Steil, Jochen J. 2013. “Solving the distal reward problem with rare correlations”. Neural Computation 25 (4): 940-978.
Soltoggio, A., and Steil, J. J. (2013). Solving the distal reward problem with rare correlations. Neural Computation 25, 940-978.
Soltoggio, A., & Steil, J.J., 2013. Solving the distal reward problem with rare correlations. Neural Computation, 25(4), p 940-978.
A. Soltoggio and J.J. Steil, “Solving the distal reward problem with rare correlations”, Neural Computation, vol. 25, 2013, pp. 940-978.
Soltoggio, A., Steil, J.J.: Solving the distal reward problem with rare correlations. Neural Computation. 25, 940-978 (2013).
Soltoggio, Andrea, and Steil, Jochen J. “Solving the distal reward problem with rare correlations”. Neural Computation 25.4 (2013): 940-978.

53 References

Daten bereitgestellt von Europe PubMed Central.

Modulation of function and gated learning in a network memory.
Abbott LF., Proc. Natl. Acad. Sci. U.S.A. 87(23), 1990
PMID: 2251269

AUTHOR UNKNOWN, 0
Space, time and dopamine.
Arbuthnott GW, Wickens J., Trends Neurosci. 30(2), 2006
PMID: 17173981
Is heterosynaptic modulation essential for stabilizing Hebbian plasticity and memory?
Bailey CH, Giustetto M, Huang YY, Hawkins RD, Kandel ER., Nat. Rev. Neurosci. 1(1), 2000
PMID: 11252764
Synapse-specific stabilization of plasticity processes: the synaptic tagging and capture hypothesis revisited 10 years later.
Barco A, Lopez de Armentia M, Alarcon JM., Neurosci Biobehav Rev 32(4), 2008
PMID: 18281094
Synaptic modifications in cultured hippocampal neurons: dependence on spike timing, synaptic strength, and postsynaptic cell type.
Bi GQ, Poo MM., J. Neurosci. 18(24), 1998
PMID: 9852584
Synaptic modification by correlated activity: Hebb's postulate revisited.
Bi G, Poo M., Annu. Rev. Neurosci. 24(), 2001
PMID: 11283308

AUTHOR UNKNOWN, 0
Donald O. Hebb's synapse and learning rule: a history and commentary.
Cooper SJ., Neurosci Biobehav Rev 28(8), 2005
PMID: 15642626
Pharmacology and Nerve-endings (Walter Ernest Dixon Memorial Lecture): (Section of Therapeutics and Pharmacology).
Dale H., Proc. R. Soc. Med. 28(3), 1935
PMID: 19990108
Synaptic and spiking dynamics underlying reward reversal in the orbitofrontal cortex.
Deco G, Rolls ET., Cereb. Cortex 15(1), 2004
PMID: 15238449
Reinforcement learning with modulated spike timing dependent synaptic plasticity.
Farries MA, Fairhall AL., J. Neurophysiol. 98(6), 2007
PMID: 17928565
Computational models of neuromodulation.
Fellous JM, Linster C., Neural Comput 10(4), 1998
PMID: 9573404
Reinforcement learning through modulation of spike-timing-dependent synaptic plasticity.
Florian RV., Neural Comput 19(6), 2007
PMID: 17444757

Foster, Nature 440(), 2006
Synaptic tagging and long-term potentiation.
Frey U, Morris RG., Nature 385(6616), 1997
PMID: 9020359
Efflux of dopamine from the synaptic cleft in the nucleus accumbens of the rat brain.
Garris PA, Ciolkowski EL, Pastore P, Wightman RM., J. Neurosci. 14(10), 1994
PMID: 7931564
Mathematical formulations of Hebbian learning.
Gerstner W, Kistler WM., Biol Cybern 87(5-6), 2002
PMID: 12461630
Modulation of neural networks for behavior.
Harris-Warrick RM, Marder E., Annu. Rev. Neurosci. 14(), 1991
PMID: 2031576
Neuromodulation and cortical function: modeling the physiological basis of behavior.
Hasselmo ME., Behav. Brain Res. 67(1), 1995
PMID: 7748496
Expecting the unexpected: modeling of neuromodulation.
Hasselmo M., Neuron 46(4), 2005
PMID: 15944121
Past performance is indicative of future returns.
Smith NJ, Narayanan NS, Laubach M., Neuron 63(2), 2009
PMID: 19640473
Polychronization: computation with spikes.
Izhikevich EM., Neural Comput 18(2), 2006
PMID: 16378515
Solving the distal reward problem through linkage of STDP and dopamine signaling.
Izhikevich EM., Cereb. Cortex 17(10), 2007
PMID: 17220510
Heterosynaptic facilitation in neurones of the abdominal ganglion of Aplysia depilans.
Kandel ER, Tauc L., J. Physiol. (Lond.) 181(1), 1965
PMID: 5866283
A learning theory for reward-modulated spike-timing-dependent plasticity with application to biofeedback.
Legenstein R, Pecevski D, Maass W., PLoS Comput. Biol. 4(10), 2008
PMID: 18846203
A synaptically controlled, associative signal for Hebbian plasticity in hippocampal neurons.
Magee JC, Johnston D., Science 275(5297), 1997
PMID: 8985013
Neural modulation: following your own rhythm.
Marder E., Curr. Biol. 6(2), 1996
PMID: 8673452
Cellular, synaptic and network effects of neuromodulation.
Marder E, Thirumalai V., Neural Netw 15(4-6), 2002
PMID: 12371506
Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs.
Markram H, Lubke J, Frotscher M, Sakmann B., Science 275(5297), 1997
PMID: 8985014
Bee foraging in uncertain environments using predictive hebbian learning.
Montague PR, Dayan P, Person C, Sejnowski TJ., Nature 377(6551), 1995
PMID: 7477260
Abstract reward and punishment representations in the human orbitofrontal cortex.
O'Doherty J, Kringelbach ML, Rolls ET, Hornak J, Andrews C., Nat. Neurosci. 4(1), 2001
PMID: 11135651
Dopamine cells respond to predicted events during classical conditioning: evidence for eligibility traces in the reward-learning network.
Pan WX, Schmidt R, Wickens JR, Hyland BI., J. Neurosci. 25(26), 2005
PMID: 15987953
Synaptic tagging, evaluation of memories, and the distal reward problem.
Papper M, Kempter R, Leibold C., Learn. Mem. 18(1), 2010
PMID: 21191043
Reward-modulated Hebbian learning of decision making.
Pfeiffer M, Nessler B, Douglas RJ, Maass W., Neural Comput 22(6), 2010
PMID: 20141476
Learning with "relevance": using a third factor to stabilize Hebbian learning.
Porr B, Worgotter F., Neural Comput 19(10), 2007
PMID: 17716008
An imperfect dopaminergic error signal can drive temporal-difference learning.
Potjans W, Diesmann M, Morrison A., PLoS Comput. Biol. 7(5), 2011
PMID: 21589888
A spiking neural network model of an actor-critic learning agent.
Potjans W, Morrison A, Diesmann M., Neural Comput 21(2), 2009
PMID: 19196231
What is reinforced by phasic dopamine signals?
Redgrave P, Gurney K, Reynolds J., Brain Res Rev 58(2), 2007
PMID: 18055018
Making memories last: the synaptic tagging and capture hypothesis.
Redondo RL, Morris RG., Nat. Rev. Neurosci. 12(1), 2011
PMID: 21170072
Expected value, reward outcome, and temporal difference error representations in a probabilistic decision task.
Rolls ET, McCabe C, Redoute J., Cereb. Cortex 18(3), 2007
PMID: 17586603
Order-dependent coincidence detection in cerebellar Purkinje neurons at the inositol trisphosphate receptor.
Sarkisov DV, Wang SS., J. Neurosci. 28(1), 2008
PMID: 18171931
Predictive reward signal of dopamine neurons.
Schultz W., J. Neurophysiol. 80(1), 1998
PMID: 9658025
Getting formal with dopamine and reward.
Schultz W., Neuron 36(2), 2002
PMID: 12383780
Behavioral theories and the neurophysiology of reward.
Schultz W., Annu Rev Psychol 57(), 2006
PMID: 16318590
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., J. Neurosci. 13(3), 1993
PMID: 8441015
A neural substrate of prediction and reward.
Schultz W, Dayan P, Montague PR., Science 275(5306), 1997
PMID: 9054347
From modulated Hebbian plasticity to simple behavior learning through noise and weight saturation.
Soltoggio A, Stanley KO., Neural Netw 34(), 2012
PMID: 22796669
Dale's principle.
Strata P, Harvey R., Brain Res. Bull. 50(5-6), 1999
PMID: 10643431
The basis of superstitious behavior: chance contingency, stimulus substitution, or appetitive behavior?
Timberlake W, Lucas GA., J Exp Anal Behav 44(3), 1985
PMID: 4086972
Coincidence detection in single dendritic spines mediated by calcium release.
Wang SS, Denk W, Hausser M., Nat. Neurosci. 3(12), 2000
PMID: 11100147
Control of dopamine extracellular concentration in rat striatum by impulse flow and uptake.
Wightman RM, Zimmerman JB., Brain Res. Brain Res. Rev. 15(2), 1990
PMID: 2282449
Dopamine, learning and motivation.
Wise RA., Nat. Rev. Neurosci. 5(6), 2004
PMID: 15152198
Export

Markieren/ Markierung löschen
Markierte Publikationen

Open Data PUB

Web of Science

Dieser Datensatz im Web of Science®
Quellen

PMID: 23339615
PubMed | Europe PMC

Suchen in

Google Scholar