Open in TheBrain

CCNBook/Learning

<p>Jun 11, 2012 11:04 PM

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a discussion of <b>spike timing dependent plasticity (STDP)</b>,

&#160;which has captured the imaginations of many researchers in this area), but the high-level story is fairly straightforward:

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&#160;the <b>overall level of neural activity on both ends of the synaps</b>e (sending and receiving neural firing) drives the<b> influx of calcium ions (Ca++) via NMDA channels</b>, and

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&#160;synaptic weight changes are driven by

<b> the level of postsynaptic Ca++ in the </b><i><b>dendritic spin</b>e</i> associated with a given synapse. <b>Low levels of Ca++ cause synapses to get weaker,&#160;</b>

<b>and higher levels cause them to get stronger</b>....

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self-organizing learning... statist. regularities.

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error-driven learning: &#160;contrast btwn expectaitons and outcomes...

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