{"id":"W2129852369","doi":"10.1162/089976603322518740","title":"Dynamics of Deterministic and Stochastic Paired Excitatory—Inhibitory Delayed Feedback","year":2003,"lang":"en","type":"article","venue":"Neural Computation","topic":"stochastic dynamics and bifurcation","field":"Physics and Astronomy","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Bistability; Negative feedback; Control theory (sociology); Excitatory postsynaptic potential; Inhibitory postsynaptic potential; Positive feedback; Feedback loop; Time constant; Constant (computer programming); Noise (video); Physics; Bifurcation; Biological system; Computer science; Neuroscience; Nonlinear system; Artificial intelligence; 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":[0.00007300895,0.0001114741,0.0001341281,0.00005520492,0.00006971116,0.00002359066,0.00003916492,0.00002653241,0.00001059639],"category_scores_gemma":[0.00001503963,0.0001135595,0.00003938437,0.00009857809,0.00005472906,0.00006652616,0.00001375138,0.00006808117,0.000003176874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002166077,"about_ca_system_score_gemma":0.0000317048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002074087,"about_ca_topic_score_gemma":0.000004489078,"domain_scores_codex":[0.9993241,0.00004439559,0.000223779,0.0001696023,0.0001158648,0.0001222209],"domain_scores_gemma":[0.9995292,0.0001193026,0.0001422603,0.00007520364,0.00008318007,0.00005086641],"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":[0.0002989044,0.0007004186,0.0154587,0.0002287086,0.000285795,0.000005618735,0.002439911,0.3525338,0.005823622,0.3558905,0.0003597607,0.2659743],"study_design_scores_gemma":[0.0005099771,0.000128394,0.006689498,0.00001688305,0.00003517182,0.000003231689,0.0002614092,0.969933,0.00004102729,0.02224647,0.00000230832,0.00013259],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6026562,0.00001089693,0.396608,0.00001933146,0.0001666492,0.0001198536,0.00001679435,0.00001261237,0.0003895737],"genre_scores_gemma":[0.9989229,1.308109e-7,0.0008812979,0.00001345887,0.0000559554,0.000008039593,0.00007776955,0.00001261013,0.00002777294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6173993,"threshold_uncertainty_score":0.4630822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009668310931813895,"score_gpt":0.2345315539431029,"score_spread":0.224863243011289,"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."}}