{"id":"W2087045969","doi":"10.1016/j.jmaa.2005.03.049","title":"Synchronized Hopf bifurcation analysis in a neural network model with delays","year":2005,"lang":"en","type":"article","venue":"Journal of Mathematical Analysis and Applications","topic":"Neural Networks Stability and Synchronization","field":"Computer Science","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Mathematics; Hopf bifurcation; Center manifold; Ode; Pitchfork bifurcation; Oscillation (cell signaling); Saddle-node bifurcation; Artificial neural network; Bifurcation diagram; Biological applications of bifurcation theory; Bifurcation; Applied mathematics; Mathematical analysis; Control theory (sociology); Topology (electrical circuits); Nonlinear system; Combinatorics; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004177889,0.0004481656,0.0005945581,0.0006275785,0.0003637709,0.0007091481,0.000634607,0.0006693996,0.001442133],"category_scores_gemma":[0.001167428,0.0002874394,0.0005640236,0.000347581,0.0006229327,0.0009884114,0.0007395835,0.0003814948,0.000112782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007677196,"about_ca_system_score_gemma":0.000593481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002671692,"about_ca_topic_score_gemma":0.001572708,"domain_scores_codex":[0.999907,0.00002806198,0.000005572794,0.00002394093,0.00002213957,0.00001323883],"domain_scores_gemma":[0.999725,0.0001208154,0.00006189592,0.00001508009,0.00005867262,0.00001856642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001995096,0.00005846989,0.001569541,0.0001083676,0.0001514465,0.0003562529,0.0001836151,0.8450532,0.02078606,0.1221443,0.0004542352,0.008935018],"study_design_scores_gemma":[0.00001381759,0.00001979781,0.0001882086,0.000003782833,0.00001711873,0.00001862583,0.00001553088,0.9877574,0.0005626778,0.01128552,0.0001106899,0.000006750218],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5459972,0.0005999874,0.4391782,0.0004651951,0.00008268026,0.00006699714,0.0001347242,0.0001569443,0.01331813],"genre_scores_gemma":[0.9933999,0.0001825583,0.003650502,0.00001990606,0.00001316697,0.00002678998,0.00002699561,0.00001573709,0.002664481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002671692,"threshold_uncertainty_score":0.005570233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009506311001986258,"score_gpt":0.2371093117459053,"score_spread":0.227603000743919,"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."}}