Before revision:  In this work, we propose that STDP in an ensemble of spiking neurons renders storing high dimensional information in the form of a `memory plane'. Neural activity based on STDP transforms periodic spatio-temporal input patterns into the corresponding memory plane, where the stored information can be dynamically revived with a proper cue .
After revision:  In this work, we propose that STDP in a network of neurons transforms periodic input patterns into the corresponding memory plane, where the stored information can be dynamically revived with a proper cue .