{"id":"W1978632460","doi":"10.1103/physreve.75.021918","title":"Envelope gating and noise shaping in populations of noisy neurons","year":2007,"lang":"en","type":"article","venue":"Physical Review E","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Narrowband; Envelope (radar); Noise (video); SIGNAL (programming language); Physics; Transmission (telecommunications); Gating; Acoustics; Interference (communication); Stochastic resonance; Modulation (music); Computer science; Telecommunications; Optics; Channel (broadcasting); Neuroscience; Artificial intelligence","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":[0.0001736405,0.00006411913,0.0001650345,0.00003474092,0.00003859333,0.000007865016,0.00005301606,0.000008568694,0.00000477697],"category_scores_gemma":[0.0007982162,0.00005427269,0.00003879384,0.0003201018,0.00003540344,0.0001046667,0.00004367633,0.0001031395,0.000005859042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009405957,"about_ca_system_score_gemma":0.00000591198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001433344,"about_ca_topic_score_gemma":0.00001350768,"domain_scores_codex":[0.9993338,0.00004051823,0.0002090999,0.0001757677,0.0001162939,0.000124496],"domain_scores_gemma":[0.999549,0.0002252572,0.00007963975,0.0000937547,0.00001269876,0.00003963662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00000541556,0.0001061328,0.003843381,0.0005462877,6.347692e-7,0.000006898403,0.00006683678,0.00002967938,0.8782551,0.04096381,0.00002750835,0.07614826],"study_design_scores_gemma":[0.0009006003,0.0003453148,0.7959497,0.006165619,0.00008436376,0.00004406175,0.00002636814,0.0652753,0.09273051,0.03284295,0.004778087,0.0008571533],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971955,0.0004953165,0.0002093868,0.0005532326,0.00005869439,0.0001898012,0.0000023654,0.00001493692,0.001280764],"genre_scores_gemma":[0.9979103,0.0008845491,0.0001077314,0.001039143,0.00003246772,0.000003634415,0.000001023445,0.000006165765,0.00001504668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7921063,"threshold_uncertainty_score":0.2213176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09443672082198652,"score_gpt":0.3551781388114696,"score_spread":0.2607414179894831,"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."}}