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脳のコンピュータモデルに関する論文のレビューなどを細々と続けていこうと思います。

dopamineとSTDP

基底核系と強化学習の話で、皮質―線条体シナプスの可塑性に近位のドーパミン受容体の活性が関与していることは有名だが、その部位に限らずドーパミンのシナプス可塑性への関与を調べてみようかと。

 

dopamine STDP - PubMed - NCBI

PubMedで検索すると13本引っ掛かった。

とりあえず何本か読んでみることにする。

 

Spike timing-dependent plasticity at GABAergic synapses in the ventral tegmental area.

Kodangattil JN, Dacher M, Authement ME, Nugent FS.

J Physiol. 2013 Oct 1;591(Pt 19):4699-710. doi: 10.1113/jphysiol.2013.257873. Epub 2013 Jul 29.

PMID:
 
23897235
 
[PubMed - in process]
2.

Dopamine regulates intrinsic excitability thereby gating successful induction of spike timing-dependent plasticity in CA1 of the hippocampus.

Edelmann E, Lessmann V.

Front Neurosci. 2013 Mar 6;7:25. doi: 10.3389/fnins.2013.00025. eCollection 2013.

3.

VLSI circuits implementing computational models of neocortical circuits.

Wijekoon JH, Dudek P.

J Neurosci Methods. 2012 Sep 15;210(1):93-109. doi: 10.1016/j.jneumeth.2012.01.019. Epub 2012 Feb 11.

PMID:
 
22342970
 
[PubMed - indexed for MEDLINE]
4.

Dopamine Modulates Spike Timing-Dependent Plasticity and Action Potential Properties in CA1 Pyramidal Neurons of Acute Rat Hippocampal Slices.

Edelmann E, Lessmann V.

Front Synaptic Neurosci. 2011 Nov 3;3:6. doi: 10.3389/fnsyn.2011.00006. eCollection 2011.

5.

Dopamine-signaled reward predictions generated by competitive excitation and inhibition in a spiking neural network model.

Chorley P, Seth AK.

Front Comput Neurosci. 2011 May 18;5:21. doi: 10.3389/fncom.2011.00021. eCollection 2011.

6.

The race to learn: spike timing and STDP can coordinate learning and recall in CA3.

Nolan CR, Wyeth G, Milford M, Wiles J.

Hippocampus. 2011 Jun;21(6):647-60. doi: 10.1002/hipo.20777. Epub 2010 Mar 15.

PMID:
 
20232384
 
[PubMed - indexed for MEDLINE]
7.

Timing is not Everything: Neuromodulation Opens the STDP Gate.

Pawlak V, Wickens JR, Kirkwood A, Kerr JN.

Front Synaptic Neurosci. 2010 Oct 25;2:146. doi: 10.3389/fnsyn.2010.00146. eCollection 2010.

8.

Cortico-striatal spike-timing dependent plasticity after activation of subcortical pathways.

Schulz JM, Redgrave P, Reynolds JN.

Front Synaptic Neurosci. 2010 Jul 2;2:23. doi: 10.3389/fnsyn.2010.00023. eCollection 2010.

9.

Gain in sensitivity and loss in temporal contrast of STDP by dopaminergic modulation at hippocampal synapses.

Zhang JC, Lau PM, Bi GQ.

Proc Natl Acad Sci U S A. 2009 Aug 4;106(31):13028-33. doi: 10.1073/pnas.0900546106. Epub 2009 Jul 20.

PMID:
 
19620735
 
[PubMed - indexed for MEDLINE] 
Free PMC Article
10.

An implementation of reinforcement learning based on spike timing dependent plasticity.

Roberts PD, Santiago RA, Lafferriere G.

Biol Cybern. 2008 Dec;99(6):517-23. doi: 10.1007/s00422-008-0265-6. Epub 2008 Oct 22.

PMID:
 
18941775
 
[PubMed - indexed for MEDLINE]
11.

Dopamine receptor activation is required for corticostriatal spike-timing-dependent plasticity.

Pawlak V, Kerr JN.

J Neurosci. 2008 Mar 5;28(10):2435-46. doi: 10.1523/JNEUROSCI.4402-07.2008.

PMID:
 
18322089
 
[PubMed - indexed for MEDLINE] 
Free Article
12.

Spiking neurons, dopamine, and plasticity: timing is everything, but concentration also matters.

Thivierge JP, Rivest F, Monchi O.

Synapse. 2007 Jun;61(6):375-90.

PMID:
 
17372980
 
[PubMed - indexed for MEDLINE]
13.

Solving the distal reward problem through linkage of STDP and dopamine signaling.

Izhikevich EM.

Cereb Cortex. 2007 Oct;17(10):2443-52. Epub 2007 Jan 13.

PMID:
 
17220510
 
[PubMed - indexed for MEDLINE] 
Free Article