{"id":"W1996026396","doi":"10.1103/physreve.72.051917","title":"Delayed excitatory and inhibitory feedback shape neural information transmission","year":2005,"lang":"en","type":"article","venue":"Physical Review E","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Excitatory postsynaptic potential; Inhibitory postsynaptic potential; Negative feedback; Feedback loop; Transfer function; Sensory system; Information transmission; Computer science; Neuroscience; Information transfer; Biological neural network; Positive feedback; Control theory (sociology); Information theory; Artificial neural network; Physics; Mathematics; Artificial intelligence; Biology; Telecommunications; Voltage","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0000828626,0.000117026,0.0001696691,0.00002675964,0.00008870279,0.00003346374,0.00007141674,0.00001897257,0.00003834938],"category_scores_gemma":[0.00009836482,0.00008927494,0.0000761943,0.0001489178,0.00005032946,0.0008110727,0.00002834059,0.0001489494,0.0001513452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001895465,"about_ca_system_score_gemma":0.00001013457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001339804,"about_ca_topic_score_gemma":2.767304e-7,"domain_scores_codex":[0.9991958,0.00006769525,0.0002061264,0.0001744265,0.0002063831,0.0001495302],"domain_scores_gemma":[0.9995987,0.00009619346,0.00007465491,0.0001080332,0.00002086553,0.0001015636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001878567,0.0000498319,0.000005133625,0.0003400597,0.000001233442,9.51082e-7,0.00006847412,0.00001641454,0.1168881,0.00164075,0.001325214,0.879645],"study_design_scores_gemma":[0.000867142,0.000377984,0.002584191,0.0009317519,0.00007137758,0.00004485338,0.000009174317,0.4578018,0.0201333,0.002022128,0.5145614,0.0005949502],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903271,0.002862891,0.0002154051,0.003878633,0.00013187,0.0004340565,0.00000806038,0.00009569879,0.002046257],"genre_scores_gemma":[0.9844894,0.006074861,0.00004542113,0.00916357,0.0001592822,0.00001581808,0.000005915223,0.000007928892,0.00003773754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8790501,"threshold_uncertainty_score":0.3640526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899036879578999,"score_gpt":0.2728887130051437,"score_spread":0.2538983442093538,"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."}}