Datasets:

DavidVivancos
/

NeuraxonLife2.5PassiveBinary

	{
	"dataset_info": {
	"name": "Neuraxon Game of Life Research Dataset",
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	"silent_synapse_fraction",
	"silent_to_active_transitions",
	"active_to_silent_transitions",
	"subthreshold_integration_count",
	"near_threshold_fraction",
	"pac_theta_gamma",
	"pac_delta_theta",
	"mean_phase_velocity",
	"itu_mean_fitness",
	"itu_fitness_variance",
	"itu_mutation_events",
	"itu_pruning_events"
	],
	"description": "Global time-series metrics (ticks)."
	},
	{
	"name": "weight_evolution_events",
	"filepath": "weight_evolution_events.parquet",
	"num_rows": 279100000,
	"size_bytes": 7147930594,
	"num_columns": 8,
	"columns": [
	"game_id",
	"round_number",
	"tick",
	"pre_id",
	"post_id",
	"w_fast_delta",
	"w_slow_delta",
	"w_meta_delta"
	],
	"description": "Weight changes across fast/slow/meta timescales."
	},
	{
	"name": "world_grids",
	"filepath": "world_grids.parquet",
	"num_rows": 2791,
	"size_bytes": 1420684,
	"num_columns": 4,
	"columns": [
	"game_id",
	"round_number",
	"world_size",
	"grid_json"
	],
	"description": "Full world grid terrain data."
	}
	],
	"paper_section_mapping": {
	"section_1_binary_neuromodulation": [
	"active_fraction",
	"inactive_fraction",
	"dopamine",
	"serotonin",
	"acetylcholine",
	"norepinephrine",
	"autoreceptor_mean",
	"autoreceptor_std",
	"threshold_modulation_by_ach",
	"threshold_modulation_by_autoreceptor"
	],
	"section_2_temporal_dynamics": [
	"oscillator_low",
	"oscillator_mid",
	"oscillator_high",
	"oscillator_drive",
	"temporal_sync",
	"mean_phase_velocity",
	"membrane_potential_mean"
	],
	"section_3_synaptic_computation": [
	"mean_w_fast",
	"mean_w_slow",
	"mean_w_meta",
	"std_w_fast",
	"std_w_slow",
	"std_w_meta",
	"mean_pre_trace",
	"mean_post_trace",
	"mean_pre_trace_ltd",
	"ionotropic_contribution_mean",
	"metabotropic_contribution_mean",
	"silent_synapse_count",
	"active_synapse_count",
	"modulatory_synapse_count",
	"silent_synapse_fraction",
	"mean_synapse_integrity"
	],
	"section_4_plasticity_adaptation": [
	"ltp_rate",
	"ltd_rate",
	"mean_delta_w",
	"mean_associativity_contribution",
	"associativity_event_count",
	"mean_learning_rate_mod",
	"std_learning_rate_mod"
	],
	"section_5_complex_signaling": [
	"subthreshold_integration_count",
	"near_threshold_fraction",
	"mean_branch_potential",
	"mean_plateau_potential",
	"dendritic_spike_count"
	],
	"section_6_self_generated_activity": [
	"spontaneous_firing_count",
	"driven_firing_count",
	"mean_autocorrelation_window",
	"std_autocorrelation_window",
	"autocorrelation_coefficient_mean",
	"mean_intrinsic_timescale",
	"timescale_heterogeneity"
	],
	"section_7_synchronization": [
	"phase_coherence",
	"cfc_low_mid",
	"cfc_mid_high",
	"pac_theta_gamma",
	"pac_delta_theta",
	"branching_ratio"
	],
	"section_8_aigarth_itu": [
	"itu_mean_fitness",
	"itu_fitness_variance",
	"itu_mutation_events",
	"itu_pruning_events"
	],
	"lineage_tracking": [
	"parent_0",
	"parent_1",
	"ancestors_json",
	"ancestors_count",
	"rounds_survived",
	"clan_id",
	"session_game_id"
	],
	"per_nxer_time_series_level3": [
	"network_activity",
	"branching_ratio",
	"total_energy",
	"average_energy",
	"dopamine",
	"serotonin",
	"acetylcholine",
	"norepinephrine",
	"membrane_potential_mean",
	"membrane_potential_std",
	"active_fraction",
	"inactive_fraction",
	"mean_w_fast",
	"mean_w_slow",
	"mean_w_meta",
	"phase_coherence",
	"fitness_score",
	"food_found",
	"explored",
	"mates_performed"
	]
	}
	}