{'fraction_non_alphanumeric': 0.02373887240356083, 'fraction_numerical': 0.0, 'mean_word_length': 5.192660550458716, 'pattern_counts': {'":': 0, '<': 0, '<?xml version=': 0, '>': 0, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Toward STDP-based population action in large networks of spiking neurons

We present simulation results that clarify the role of Spike- Timing Dependent Plasticity (STDP) in brain processing as a putative mechanism to transfer spatio-temporal regularities, as observed in sensory signals, toward action, expressed as a global increase of the target popu- lation activity, followed by a reset. The repetition of this activation-reset mechanism gives rise to a series of synchronous waves of activity when the same stimulus is repeated over and over. Our simulation results are ob- tained in recurrent networks of conductance-based neurons under realistic coupling contraints.