{"id":"W2070297944","doi":"10.1103/physreve.90.062704","title":"Fluctuations and information filtering in coupled populations of spiking neurons with adaptation","year":2014,"lang":"en","type":"article","venue":"Physical Review E","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"European Research Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Adaptation (eye); Statistical physics; Computer science; Physics; Neuroscience; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007142356,0.00005306229,0.0001183769,0.00004410771,0.00003983692,0.00001349409,0.00003166205,0.000006126593,0.000002841997],"category_scores_gemma":[0.0004435892,0.00004179162,0.0000177832,0.0002456901,0.00002333483,0.0004954052,0.00001528791,0.00005449723,0.00000362683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007445625,"about_ca_system_score_gemma":0.000006365517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001777823,"about_ca_topic_score_gemma":0.00001535904,"domain_scores_codex":[0.9995335,0.00004287451,0.0001591193,0.00008730795,0.0001127782,0.00006439916],"domain_scores_gemma":[0.9996613,0.0001155892,0.00009784706,0.0000819584,0.00002257925,0.00002073099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003772934,0.0001779395,0.001077348,0.001863009,0.000003353109,8.656299e-7,0.0006757124,0.02915879,0.3524615,0.432805,0.00002237173,0.1817164],"study_design_scores_gemma":[0.0001839717,0.00009933039,0.0303026,0.0004813904,0.00001498535,0.000002989021,0.000005521993,0.9648758,0.0007922897,0.002607154,0.0005541932,0.00007980345],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784216,0.00003958702,0.02013434,0.0005642175,0.0000384245,0.0002792609,0.000003313525,0.00001815676,0.000501046],"genre_scores_gemma":[0.9989243,0.0002935696,0.0002841628,0.000454834,0.0000129474,0.00001654843,0.000007884635,0.000003403303,0.000002357069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.935717,"threshold_uncertainty_score":0.1704213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0405739563332909,"score_gpt":0.2887350630559792,"score_spread":0.2481611067226883,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}