Citation Relationships



Chadderdon GL, Neymotin SA, Kerr CC, Lytton WW (2012) Reinforcement learning of targeted movement in a spiking neuronal model of motor cortex PLoS ONE 2012 7(10):e47251

   Reinforcement learning of targeted movement (Chadderdon et al. 2012)

References and models cited by this paper

References and models that cite this paper

Almassy N, Edelman GM, Sporns O (1998) Behavioral constraints in the development of neuronal properties: a cortical model embedded in a real-world device. Cereb Cortex 8:346-61 [PubMed]

Baker SN, Kilner JM, Pinches EM, Lemon RN (1999) The role of synchrony and oscillations in the motor output. Exp Brain Res 128:109-17 [PubMed]

Bush G, Vogt BA, Holmes J, Dale AM, Greve D, Jenike MA, Rosen BR (2002) Dorsal anterior cingulate cortex: a role in reward-based decision making. Proc Natl Acad Sci U S A 99:523-8

Carnevale NT, Hines ML (2006) The NEURON Book

Chadderdon G (2009) A neurocomputational model of the functional role of dopamine in stimulus-response task learning and performance Ph.D. thesis, Indiana University [Journal]

Cools R (2006) Dopaminergic modulation of cognitive function-implications for L-DOPA treatment in Parkinson's disease. Neurosci Biobehav Rev 30:1-23 [PubMed]

Dan Y, Poo MM (2004) Spike timing-dependent plasticity of neural circuits. Neuron 44:23-30 [PubMed]

Daw ND, O'Doherty JP, Dayan P, Seymour B, Dolan RJ (2006) Cortical substrates for exploratory decisions in humans. Nature 441:876-9 [PubMed]

Demiris Y, Dearden A (2005) From motor babbling to hierarchical learning by imitation: a robot developmental pathway From Animals To Animats

Der R, Martius G (2006) (2006) From motor babbling to purposive actions: Emerging self-exploration in a dynamical systems approach to early robot development From Animals to Animats 9:406-421

Edelman GM (1987) Neural Darwinism: The Theory of Neural Group Selection

Farries MA, Fairhall AL (2007) Reinforcement learning with modulated spike timing dependent synaptic plasticity. J Neurophysiol 98:3648-65 [PubMed]

Faure A, Haberland U, Conde F, El Massioui N (2005) Lesion to the nigrostriatal dopamine system disrupts stimulus-response habit formation. J Neurosci 25:2771-80 [PubMed]

Florian RV (2007) Reinforcement learning through modulation of spike-timing-dependent synaptic plasticity. Neural Comput 19:1468-502 [PubMed]

Frank MJ, O'reilly RC (2006) A mechanistic account of striatal dopamine function in human cognition: psychopharmacological studies with cabergoline and haloperidol. Behav Neurosci 120:497-517 [PubMed]

Frank MJ, Seeberger LC, O`Reilly RC (2004) By carrot or by stick: cognitive reinforcement learning in parkinsonism. Science 306:1940-3 [Journal] [PubMed]

   Dynamic dopamine modulation in the basal ganglia: Learning in Parkinson (Frank et al 2004,2005) [Model]

Hecht-nielsen R (1989) Theory of the backpropagation neural network Neural Networks IJCNN., International Joint Conference on. IEEE :593-605

Hollerman JR, Schultz W (1998) Dopamine neurons report an error in the temporal prediction of reward during learning. Nat Neurosci 1:304-9 [PubMed]

Hosp JA, Pekanovic A, Rioult-Pedotti MS, Luft AR (2011) Dopaminergic projections from midbrain to primary motor cortex mediate motor skill learning. J Neurosci 31:2481-7 [PubMed]

Izhikevich EM (2007) Solving the Distal Reward Problem through Linkage of STDP and Dopamine Signaling. Cereb Cortex 17(10):2443-2452 [Journal] [PubMed]

   Linking STDP and Dopamine action to solve the distal reward problem (Izhikevich 2007) [Model]

Joel D, Niv Y, Ruppin E (2005) Actor-critic models of the basal ganglia: new anatomical and computational perspectives. Neural Netw 15:535-47 [PubMed]

Kao MH, Doupe AJ, Brainard MS (2005) Contributions of an avian basal ganglia-forebrain circuit to real-time modulation of song. Nature 433:638-43 [PubMed]

Koechlin E, Hyafil A (2007) Anterior prefrontal function and the limits of human decision-making. Science 318:594-8 [PubMed]

Kohonen T (1990) The self-organizing map Proc IEEE 78:1464-1480

Luft AR, Schwarz S (2009) Dopaminergic signals in primary motor cortex. Int J Dev Neurosci 27:415-21 [PubMed]

Lytton WW, Neymotin SA, Hines ML (2008) The virtual slice setup. J Neurosci Methods 171:309-15 [Journal] [PubMed]

   The virtual slice setup (Lytton et al. 2008) [Model]

Lytton WW, Omurtag A (2007) Tonic-clonic transitions in computer simulation. J Clin Neurophysiol 24:175-81 [PubMed]

   Tonic-clonic transitions in a seizure simulation (Lytton and Omurtag 2007) [Model]

Lytton WW, Omurtag A, Neymotin SA, Hines ML (2008) Just in time connectivity for large spiking networks Neural Comput 20(11):2745-56 [Journal] [PubMed]

   JitCon: Just in time connectivity for large spiking networks (Lytton et al. 2008) [Model]

Lytton WW, Stewart M (2005) A rule-based firing model for neural networks Int J Bioelectromagn 7:47-50

Lytton WW, Stewart M (2006) Rule-based firing for network simulations. Neurocomputing 69:1160-1164

Magee JC, Johnston D (1995) Synaptic activation of voltage-gated channels in the dendrites of hippocampal pyramidal neurons. Science 268:301-4 [PubMed]

Molina-Luna K, Pekanovic A, Rohrich S, Hertler B, Schubring-Giese M, Rioult-Pedotti MS, Luft (2009) Dopamine in motor cortex is necessary for skill learning and synaptic plasticity. PLoS One 4:e7082-21 [PubMed]

Mufson EJ, Pandya DN (1984) Some observations on the course and composition of the cingulum bundle in the rhesus monkey. J Comp Neurol 225:31-43 [PubMed]

Neymotin SA, Lee H, Park E, Fenton AA, Lytton WW (2011) Emergence of physiological oscillation frequencies in a computer model of neocortex. Front Comput Neurosci 5:19-75 [Journal] [PubMed]

   Emergence of physiological oscillation frequencies in neocortex simulations (Neymotin et al. 2011) [Model]

O'Neill M, Brown V (2007) The effect of striatal dopamine depletion and the adenosine A2A antagonist KW-6002 on reversal learning in rats Neurobiology of Learning and Memory 88:75-81

Parkinson JA, Dalley JW, Cardinal RN, Bamford A, Fehnert B, Lachenal G, Rudarakanchana N, Hal (2002) Nucleus accumbens dopamine depletion impairs both acquisition and performance of appetitive Pavlovian approach behaviour: implications for mesoaccumbens dopamine function. Behav Brain Res 137:149-63 [PubMed]

Potjans W, Morrison A, Diesmann M (2009) A spiking neural network model of an actor-critic learning agent. Neural Comput 21:301-39 [PubMed]

Reynolds JN, Wickens JR (2005) Dopamine-dependent plasticity of corticostriatal synapses. Neural Netw 15:507-21 [PubMed]

Robbins TW, Giardini V, Jones GH, Reading P, Sahakian BJ (1990) Effects of dopamine depletion from the caudate-putamen and nucleus accumbens septi on the acquisition and performance of a conditional discrimination task. Behav Brain Res 38:243-61 [PubMed]

Roberts PD, Bell CC (2002) Spike timing dependent synaptic plasticity in biological systems. Biol Cybern 87:392-403 [PubMed]

Rumelhart D, Mccleland J (1986) Parallel Distributed Processing

Sanchez J, Tarigoppula A, Choi J, Marsh B, Chhatbar P (2011) Control of a center-out reaching task using a reinforcement learning brain-machine interface Neural Engineering (NER), 2011 5th International IEEE-EMBS Conference on. IEEE :525-528

Schultz W (1998) Predictive reward signal of dopamine neurons. J Neurophysiol 80:1-27 [Journal] [PubMed]

Seung HS (2003) Learning in spiking neural networks by reinforcement of stochastic synaptic transmission. Neuron 40:1063-73 [PubMed]

Shen W, Flajolet M, Greengard P, Surmeier DJ (2008) Dichotomous dopaminergic control of striatal synaptic plasticity. Science 321:848-51 [PubMed]

Shima K, Tanji J (1998) Role for cingulate motor area cells in voluntary movement selection based on reward. Science 282:1335-8 [PubMed]

Singer W (2003) Synchronization, binding and expectancy The handbook of brain theory and neural networks, Arbib MA, ed. pp.1136

Smith-Roe SL, Kelley AE (2000) Coincident activation of NMDA and dopamine D1 receptors within the nucleus accumbens core is required for appetitive instrumental learning. J Neurosci 20:7737-42 [PubMed]

Sober SJ, Brainard MS (2009) Adult birdsong is actively maintained by error correction. Nat Neurosci 12:927-31 [PubMed]

Song S, Miller KD, Abbott LF (2000) Competitive Hebbian learning through spike-timing-dependent synaptic plasticity. Nat Neurosci 3:919-26 [PubMed]

Sporns O, Alexander WH (2005) Neuromodulation and plasticity in an autonomous robot. Neural Netw 15:761-74 [PubMed]

Sutton RS, Barto AG (1998) Reinforcement learning: an introduction [Journal]

   A reinforcement learning example (Sutton and Barto 1998) [Model]

Takechi H, Eilers J, Konnerth A (2000) A new class of synaptic response involving calcium release in dendritic spines. Nature 396:757-60 [PubMed]

Tesauro G (1995) Temporal difference learning and TD-Gammon Comm ACM 38:58-68

Thorndike E (1911) Animal intelligence

Thorpe S, Fize D, Marlot C (1996) Speed of processing in the human visual system. Nature 381:520-2 [PubMed]

Tumer EC, Brainard MS (2007) Performance variability enables adaptive plasticity of 'crystallized' adult birdsong. Nature 450:1240-4 [PubMed]

Ungless MA, Magill PJ, Bolam JP (2004) Uniform inhibition of dopamine neurons in the ventral tegmental area by aversive stimuli. Science 303:2040-2 [PubMed]

VanRullen R, Guyonneau R, Thorpe SJ (2005) Spike times make sense. Trends Neurosci 28:1-4 [PubMed]

Wanjerkhede SM, Bapi RS (2007) Modeling the sub-cellular signaling pathways involved in reinforcement learning at the striatum. Prog Brain Res 168:193-206 [PubMed]

Neymotin SA, Chadderdon GL, Kerr CC, Francis JT, Lytton WW (2013) Reinforcement learning of 2-joint virtual arm reaching in a computer model of sensorimotor cortex Neural Computation 25(12):3263-93 [Journal] [PubMed]

   Sensorimotor cortex reinforcement learning of 2-joint virtual arm reaching (Neymotin et al. 2013) [Model]

(61 refs)