{"id":"W2147906280","doi":"10.1109/icnn.1993.298717","title":"Dynamics and stability of multilayered recurrent neural networks","year":2002,"lang":"en","type":"article","venue":"IEEE International Conference on Neural Networks","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Stability (learning theory); Artificial neural network; Dynamics (music); Nonlinear system; Computer science; Equilibrium point; Artificial intelligence; Applied mathematics; Mathematics; Machine learning; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000155473,0.0002884376,0.0002946966,0.00008892275,0.0001338367,0.0002098996,0.00113048,0.0001278987,0.0001274201],"category_scores_gemma":[0.00002180512,0.0002627817,0.0001179677,0.0003003452,0.0001711621,0.0003912016,0.000226396,0.0005203307,0.000004447311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006279582,"about_ca_system_score_gemma":0.000007953993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002219776,"about_ca_topic_score_gemma":0.00006315996,"domain_scores_codex":[0.9979223,0.0001068742,0.0005359091,0.0006562822,0.0003895418,0.0003890675],"domain_scores_gemma":[0.9984465,0.0002458649,0.00029108,0.0005626933,0.000272569,0.0001813007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009322838,0.0005452178,0.004054106,0.0000170004,0.00007718131,0.0000246178,0.0001798202,0.2543574,0.0002468746,0.1472477,0.002011109,0.5911458],"study_design_scores_gemma":[0.0003357507,0.0001503289,0.001468947,0.00003141403,0.000006629843,0.00001803169,0.00001148713,0.997198,0.00006597766,0.000421167,0.00005312927,0.0002390828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5234485,0.0004073097,0.4509696,0.01403473,0.005402358,0.0009703849,0.00006392091,0.0003781589,0.004325053],"genre_scores_gemma":[0.9981405,0.00034381,0.0006324937,0.0004446095,0.0002883065,0.00004049885,0.00001220247,0.0000151363,0.00008246661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7428407,"threshold_uncertainty_score":0.9999824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06517075631685977,"score_gpt":0.2934302748070479,"score_spread":0.2282595184901881,"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."}}