Emergence of Dynamic Memory Traces in Cortical Microcircuit Models through STDP

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From the neuron doctrine to neural networks (2015, methodology): “Spatiotemporal patterns of activity are produced in recurrent dynamical models by spike-timing-dependent synaptic plasticity and could be used as an emergent substrate for neural coding 115 .”
Noise as a Resource for Computation and Learning in Networks of Spiking Neurons (2014, background): “This additional result is of interest, because recent experimental data suggest that networks of neurons in the brain often go through certain stereotypical trajectories (or sequences) of simple network states [40], [41]; see also the discussion in [42].”