Synaptic consolidation: An approach to long-term learning

Cognitive Neurodynamics

Volumn 6, Issue 3, 2012, Pages 251-257

  Clopath, Claudia ^a  

^a UNIVERSITÉ PARIS DESCARTES   (France)

Author keywords

Behavior; Electrophysiology; Model; Review; Synaptic consolidation; Synaptic plasticity; Synaptic tagging

Indexed keywords

DOPAMINE 1 RECEPTOR; DOPAMINE 5 RECEPTOR;

ARTICLE; BEHAVIOR; ELECTROPHYSIOLOGY; LEARNING; LONG TERM POTENTIATION; MEMORY; MEMORY CONSOLIDATION; NERVE CELL PLASTICITY; NONHUMAN; SYNAPSE;

EID: 84865745286     PISSN: 18714080     EISSN: 18714099     Source Type: Journal    
DOI: 10.1007/s11571-011-9177-6     Document Type: Article

References (51)

1. Amit D, Fusi S (1994) Learning in neural networks with material synapses. Neural Comput 6:957-982
2. Artola A, Bröcher S, Singer W (1990) Different voltage dependent thresholds for inducing long-term depression and long-term potentiation in slices of rat visual cortex. Nature 347:69-72
3. Ballarini F, Moncada D, Martinez MC, Alen N, Viola H (2009) Behavioral tagging is a general mechanism of long-term memory formation. Proc Natl Acad Sci USA 106:14599-14604
4. Barrett A, Billings G, Morris R, van Rossum M (2009) State based model of long-term potentiation and synaptic tagging and capture. PLoS Comp Biol 5(1):e1000259. doi:10.1371/journal. pcbi.1000259
5. Bi G, Poo M (1998) Synaptic modifications in cultured hippocampal neurons: dependence on spike timing, synaptic strength, and postsynaptic cell type. J Neurosci 18:10464-10472 (Pubitemid 29016566)
6. Bienenstock EL, Cooper LN, Munro PW (1982) Theory for the development of neuron selectivity: orientation specificity and binocular interaction in visual cortex. J Neurosci 2(1):32-48 (Pubitemid 12146056)
7. Bliss T, Lomo T (1973) Long-lasting potentation of synaptic transmission in the dendate area of anaesthetized rabbit following stimulation of the perforant path. J Physiol 232:351-356
8. Clopath C, Gerstner W (2010) Voltage and spike timing interact in stdp: a unified model. Frontiers in synaptic neuroscience doi: 10.3389/fnsyn.2010.00025
9. Clopath C, Vasilaki E, Buesing L, Gerstner W (2010) Connectivity reflects coding: a model of voltage-based spike-timing-dependent-plasticity with homeostasis. Nat Neurosci 13:344-352
10. 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):e1000248. doi:10.1371/journal.pcbi.1000248
11. Diba K, Buzsaki G (2007) Forward and reverse hippocampal place-cell sequences during ripples. Nat Neurosci 10:1241-1242 (Pubitemid 47480292)
12. Frey U, Morris R (1997) Synaptic tagging and long-term potentiation. Nature 385:533-536 (Pubitemid 27074671)
13. Frey U, Schroeder H, Matthies H (1990) Dopaminergic antagonists prevent long-term maintenance of posttetanic LTP in the ca1 region of rat hippocampal slices. Brain Res 522:69-75 (Pubitemid 20208786)
14. Froemke R, Dan Y (2002) Spike-timing dependent plasticity induced by natural spike trains. Nature 416:433-438 (Pubitemid 34272878)
15. Froemke RC, Tsay I, Raad M, Long J, Dan Y (2006) Contribution of individual spikes in burst-induced long-term synaptic modification. J Neurophysiol 95:1620-1629
16. Fusi S, Drew P, Abbott L (2005) Cascade models of synaptically stored memories. Neuron 45:599-611 (Pubitemid 40253583)
17. Gerstner W, Abbott LF (1997) Learning navigational maps through potentiation and modulation of hippocampal place cells. J Comput Neurosci 4:79-94 (Pubitemid 27078021)
18. Gerstner W, Kempter R, van Hemmen J, Wagner H (1996) A neuronal learning rule for sub-millisecond temporal coding. Nature 383(6595):76-78 (Pubitemid 26296463)
19. Gerstner W, Kistler WK (2002) Spiking neuron models. Cambridge University Press, Cambridge
20. Gütig R, Aharonov S, Rotter S, Sompolinsky H (2003) Learning input correlations through nonlinear temporally asymmetric Hebbian plasticity. J Neurosci 23(9):3697-3714 (Pubitemid 36966039)
21. Guyonneau R, VanRullen R, Thorpe S (2005) Neurons tune to the earliest spikes through stdp. Neural Comput 17(4):859-879
22. Hebb DO (1949) The organization of behavior. Wiley, New York
23. Kentros CG, Agnihotri NT, Streater S, Hawkins RD, Kandel ER (2004) Increased attention to spatial context increases both place field stability and spatial memory. Neuron 42:283-295 (Pubitemid 38501650)
24. Kirwan CB, Wixted JT, Squire LR (2008) Activityinthe medial temporal lobe predicts memory strength, whereas activity in the prefrontal cortex predicts recollection. J Neurosci 28:10541-10548
25. Legenstein R, Naeger C, Maass W (2005) What can a neuron learn with spike-timing dependent plasticity. Neural Comput 17: 2337-2382 (Pubitemid 41337039)
26. Li S, Cullen WK, Anwyl R, Rowan MJ (2003) Dopamine-dependent facilitation of LTP induction in hippocampal CA1 by exposure to spatial novelty. Nat Neurosci 6:526-531 (Pubitemid 36514701)
27. Lynch G, Dunwiddie T, Gribkoff V (1977) Heterosynaptic depression: a postsynaptic correlate of long-term potentiation. Nature 266: 737-739 (Pubitemid 8073808)
28. Markram H, Lübke J, Frotscher M, Sakmann B (1997) Regulation of synaptic efficacy by coincidence of postysnaptic AP and EPSP. Science 275:213-215 (Pubitemid 27034762)
29. Moncada D, Viola H (2007) Induction of long-term memory by exposure to novelty requires protein synthesis: evidence for a behavioral tagging. J Neurosci 27(28):7476-7481 (Pubitemid 47066574)
30. Nadal J-P, Toulouse G, Changeux J-P, Dehaene S (1986) Networks of formal neurons and memory palimpsests. Europhys Lett 1: 349-381
31. Navakkode S, Sajikumar S, Frey J (2007) Synergistic requirements for the induction of dopaminergic D1/D5-receptor-mediated LTP in hippocampal slices of rat CA1 in vitro. Neuropharmacology 52:1547-1554 (Pubitemid 46678088)
32. Ngezahayo A, Schachner M, Artola A (2000) Synaptic activation modulates the induction of bidirectional synaptic changes in adult mouse hippocamus. J Neurosci 20:2451-2458 (Pubitemid 30220332)
33. O'Connor D, Wittenberg G, Wang S-H (2005) Graded bidirectional synaptic plasticity is composed of switch-like unitary events. Proc Natl Acad Sci USA 102:9679-9684 (Pubitemid 40981740)
34. Oja E (1982) A simplified neuron as a principal component analyzer. J Math Biol 15:267-273 (Pubitemid 13209700)
35. Petersen C, Malenka R, Nicoll R, Hopfield J (1998) All-or-none potentiation of ca3-ca1 synapses. Proc Natl Acad Sci USA 95: 4732-4737
36. Pfister J-P, Gerstner W (2006) Triplets of spikes in a model of spike timing-dependent plasticity. J Neurosci 26:9673-9682 (Pubitemid 44427706)
37. Pfister J-P, Toyoizumi T, Barber D, Gerstner W (2006) Optimal spike-timing dependent plasticity for precise action potential firing in supervised learning. Neural Comput 18:1309-1339
38. Redondo R, Morris R (2011) Making memories last: the synaptic tagging and capture hypothesis. Nat Rev Neurosci 12(1):17-30
39. Reymann K, Frey J (2007) The late maintenance of hippocampal LTP: requirements, phases, synaptic tagging, late associativity and implications. Neuropharmacology 52:24-40
40. Roberts P, Bell C (2000) Computational consequences of temporally asymmetric learning rules: II. Sensory image cancellation. Comput Neurosci 9:67-83 (Pubitemid 30468376)
41. Sajikumar S, Frey J (2004) Late-associativity, synaptic tagging, and the role of dopamine during LTP and LTD. Neurobiol Learn Mem 82:12-25 (Pubitemid 38737426)
42. Sajikumar S, Frey J (2004) Resetting of synaptic tags is time- and activity dependent in rat hippocampal ca1 in vitro. Neuroscience 129:503-507
43. Sajikumar S, Navakkode S, Sacktor T, Frey J (2005) Synaptic tagging and cross-tagging: the role of protein kinase Mζ in maintaining long-term potentiation but not long-term depression. J Neurosci 25:5750-5756 (Pubitemid 40847887)
44. Schultz W, Dayan P, Montague R (1997) A neural substrate for prediction and reward. Science 275:1593-1599
45. Sjöström P, Turrigiano G, Nelson S (2001) Rate, timing, and cooperativity jointly determine cortical synaptic plasticity. Neuron 32:1149-1164 (Pubitemid 34075403)
46. Smith CN, Squire LR (2009) Medial temporal lobe activity during retrieval of semantic memory is related to the age of the memory. J Neurosci 29:930-938
47. Song S, Miller K, Abbott L (2000) Competitive Hebbian learning through spike-time-dependent synaptic plasticity. Nat Neurosci 3:919-926
48. Scoville WB, Milner B (1957) Loss of recent memory after bilateral hippocampal lesions. J Neurol Neurosurg Psychiatr 20:11-21
49. Sutton R, Barto A (1998) Reinforcement learning: an introduction. MIT Press, Cambridge
50. Wang S, Redondo R, Morris R (2010) Relevance ofsynaptic tagging and capture to the persistence of long-term potentiation and everyday spatial memory. Proc Natl Acad Sci USA 107(45):19537-19542
51. Wilson MA, McNaughton BL (1994) Reactivation of hippocampal ensemble memories during sleep. Science 265:676-679 (Pubitemid 24268281)