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    Synaptic energy drives the information processing mechanisms in spiking neural networks by Karim El Laithy, Martin Bogdan

    Published 2013-09-01
    “…Following a bottom-up approach, a hypothetical energy function is proposed for dynamic synaptic models based on the theoretical thermodynamic principles and the Hopfield networks. We show that a synapse exposes stable operating points in terms of its excitatory postsynaptic potential as a function of its synaptic strength. …”
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