Synaptic tagging, evaluation of memories, and the distal reward problem

Learning and Memory

Volumn 18, Issue 1, 2011, Pages 58-70

  Päpper, Marc ^a   Kempter, Richard ^b,c   Leibold, Christian ^a,d  

^a UNIVERSITY OF MUNICH   (Germany)

^b HUMBOLDT UNIVERSITY   (Germany)

^c BERNSTEIN CENTER FOR COMPUTATIONAL NEUROSCIENCE   (Germany)

^d Bernstein Center for Computational Neuroscience Munich   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; CELL ACTIVITY; CELL LEVEL; CONTROLLED STUDY; DISTAL REWARD PROBLEM; DISTRACTIBILITY; HYPOTHESIS; LEARNING; LIFESPAN; MEMORY; MEMORY CONSOLIDATION; NERVE CELL NETWORK; ONLINE SYSTEM; PRIORITY JOURNAL; PROTEIN SYNTHESIS; SYNAPSE; SYNAPTIC POTENTIAL; SYNAPTIC TAGGING; THEORETICAL MODEL;

ANIMALS; MEMORY; MODELS, NEUROLOGICAL; NONLINEAR DYNAMICS; REWARD; SIGNAL DETECTION, PSYCHOLOGICAL; SYNAPSES;

EID: 78650996104     PISSN: 10720502     EISSN: 15495485     Source Type: Journal    
DOI: 10.1101/lm.2024811     Document Type: Article

References (50)

1. Alvarez P, Squire LR. 1994. Memory consolidation and the medial temporal lobe: A simple network model. Proc Natl Acad Sci 91: 7041-7045.
2. Amit DJ, Fusi S. 1994. Learning in neural networks with material synapses. Neural Comput 6: 957-982.
3. Amit Y, Huang Y. 2010. Precise capacity analysis in binary networks with multiple coding level inputs. Neural Comput 22: 660-688.
4. Barrett AB, van Rossum MC. 2008. Optimal learning rules for discrete synapses. PLoS Comput Biol 4: e1000230. 10.1371/ journal.pcbi.1000230.
5. Barrett AB, Billings GO, Morris RG, van Rossum MC. 2009. State based model of long-term potentiation and synaptic tagging and capture. PLoS Comput Biol 5: e1000259. 10.1371/journal.pcbi.1000259.
6. Bi G, Poo M. 2001. Synaptic modification by correlated activity: Hebb's postulate revisited. Annu Rev Neurosci 24: 139-166.
7. Bjork RA. 1989. Retrieval inhibition as an adaptive mechanism in human memory. In Varieties of memory and consciousness: Essays in honour of Endel Tulving (ed. Roediger HL III, Craig FIM), pp. 309-330. Lawrence Erlbaum Associates, Hillsdale, NJ.
8. Buckingham J, Willshaw D. 1993. On setting unit thresholds in an incompletely connected associative net. Network 4: 441-459.
9. 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: e1000248. 10.1371/journal.pcbi.1000268.
10. Davidson TJ, Kloosterman F, Wilson MA. 2009. Hippocampal replay of extended experience. Neuron 63: 497-507.
11. Diba K, Buzsáki G. 2007. Forward and reverse hippocampal place-cell sequences during ripples. Nat Neurosci 10: 1241-1242.
12. Foster DJ, Wilson MA. 2006. Reverse replay of behavioural sequences in hippocampal place cells during the awake state. Nature 440: 680-683.
13. Frey U, Morris RG. 1997. Synaptic tagging and long-term potentiation. Nature 385: 533-536.
14. Frey U, Morris RG. 1998a. Weak before strong: Dissociating synaptic tagging and plasticity-factor accounts of late-LTP. Neuropharmacology 37: 545-552.
15. Frey U, Morris RG. 1998b. Synaptic tagging: Implications for late maintenance of hippocampal long-term potentiation. Trends Neurosci 21: 181-188.
16. Frey U, Krug M, Reymann KG, Matthies H. 1988. Anisomycin, an inhibitor of protein synthesis, blocks late phases of LTP phenomena in the hippocampal CA1 region in vitro. Brain Res 452: 57-65.
17. 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.
18. Frey S, Bergado-Rosado J, Seidenbecher T, Pape HC, Frey JU. 2001. Reinforcement of early long-term potentiation (early-LTP) in dentate gyrus by stimulation of the basolateral amygdala: Heterosynaptic induction mechanisms of late-LTP. J Neurosci 21: 3697-3703.
19. Fusi S, Abbott LF. 2007. Limits on the memory storage capacity of bounded synapses. Nat Neurosci 10: 485-493.
20. Fusi S, Drew PJ, Abbott LF. 2005. Cascade models of synaptically stored memories. Neuron 45: 599-611.
21. Grossberg S. 1987. Competitive learning: From interactive activation to adaptive resonance. Cogn Sci 11: 23-63.
22. Hebb D. 1949. The organization of behavior. Wiley, New York.
23. Hopfield JJ. 1982. Neural networks and physical systems with emergent collective computational abilities. Proc Natl Acad Sci 79: 2554-2558.
24. Howland JG, Wang YT. 2008. Synaptic plasticity in learning and memory: Stress effects in the hippocampus. Prog Brain Res 169: 145-158.
25. Isaac JT, Nicoll RA, Malenka RC. 1995. Evidence for silent synapses: Implications for the expression of LTP. Neuron 15: 427-434.
26. Izhikevich EM. 2007. Solving the distal reward problem through linkage of STDP and dopamine signaling. Cereb Cortex 17: 2443-2452.
27. Jones MW, Errington ML, French PJ, Fine A, Bliss TV, Garel S, Charnay P, Bozon B, Laroche S, Davis S. 2001. A requirement for the immediate early gene Zif268 in the expression of late LTP and long-term memories. Nat Neurosci 4: 289-296.
28. Kempter R, Gerstner W, van Hemmen JL. 1999. Hebbian learning and spiking neurons. Phys Rev E 59: 4498-4514.
29. Krug M, Lössner B, Ott T. 1984. Anisomycin blocks the late phase of long-term potentiation in the dentate gyrus of freely moving rats. Brain Res Bull 13: 39-42.
30. Lee AK, Wilson MA. 2002. Memory of sequential experience in the hippocampus during slow wave sleep. Neuron 36: 1183-1194.
31. Leibold C, Kempter R. 2006. Memory capacity for sequences in a recurrent network with biological constraints. Neural Comput 18: 904-941.
32. Leibold C, Kempter R. 2008. Sparseness constrains the prolongation of memory lifetime via synaptic meta-plasticity. Cereb Cortex 18: 67-77.
33. Liao D, Hessler NA, Malinow R. 1995. Activation of postsynaptically silent synapses during pairing-induced LTP in CA1 region of hippocampal slice. Nature 375: 400-404.
34. Martin SJ, Grimwood PD, Morris RG. 2000. Synaptic plasticity and memory: An evaluation of the hypothesis. Annu Rev Neurosci 23: 649-711.
35. McGeoch JA. 1932. Forgetting and the law of disuse. Psychol Rev 39: 352-370.
36. Nadal J-P. 1991. Associative memory:On the (puzzling) sparse coding limit. J Phys A Math Gen 24: 1093-1101.
37. Nakazawa K, McHugh TJ,Wilson MA, Tonegawa S. 2004. NMDA receptors, place cells and hippocampal spatial memory. Nat Rev Neurosci 5: 361-372.
38. Nembhard DA. 2000. The effects of task complexity and experience on learning and forgetting: A field study. Hum Factors 42: 272-286.
39. Reymann KG, Frey JU. 2007. The late maintenance of hippocampal LTP: Requirements, phases, "synaptic tagging," "late- associativity" and implications. Neuropharmacology 52: 24-40.
40. Rioult-Pedotti MS, Friedman D, Donoghue JP. 2000. Learning-induced LTP in neocortex. Science 290: 533-536.
41. Romani S, Amit DJ, Amit Y. 2008. Optimizing one-shot learning with binary synapses. Neural Comput 20: 1928-1950.
42. Rubin DD, Fusi S. 2007. Long memory lifetimes require complex synapses and limited sparseness. Front Comput Neurosci 1: 7.
43. Sajikumar S, Frey JU. 2004a. Resetting of "synaptic tags" is time- and activity-dependent in rat hippocampal CA1 in vitro. Neuroscience 129: 503-507.
44. Sajikumar S, Frey JU. 2004b. Late-associativity, synaptic tagging, and the role of dopamine during LTP and LTD. Neurobiol Learn Mem 82: 12-25.
45. Sajikumar S, Navakkode S, Sacktor TC, Frey JU. 2005. Synaptic tagging and cross-tagging: The role of protein kinase Mz in maintaining long-term potentiation but not long-term depression. J Neurosci 25: 5750-5756.
46. Squire LR, Slater PC, Chace PM. 1975. Retrograde amnesia: Temporal gradient in very long term memory following electroconvulsive therapy. Science 187: 77-79.
47. Sutton RS, Barto AG. 2004. Reinforcement learning: An introduction. MIT Press, Cambridge, MA.
48. Willshaw DJ, Buneman OP, Longuet-Higgins HC. 1969. Non-holographic associative memory. Nature 222: 960-962.
49. Xu T, Yu X, Perlik AJ, Tobin WF, Zweig JA, Tennant K, Jones T, Zuo Y. 2009. Rapid formation and selective stabilization of synapses for enduring motor memories. Nature 462: 915-919.
50. Zacks RT, Radvansky G, Hasher L. 1996. Studies of directed forgetting in older adults. J Exp Psychol Learn Mem Cogn 22: 143-156.