{"id":"W1620172738","doi":"10.1109/ccece.2003.1226275","title":"Simulation of large neural nets by Neuron","year":2004,"lang":"en","type":"article","venue":"","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Extension (predicate logic); Set (abstract data type); Artificial neural network; Consistency (knowledge bases); Visualization; Matrix (chemical analysis); Spike (software development); Interpretation (philosophy); Artificial intelligence; Software engineering; Programming language","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":[0.000315817,0.0004440894,0.0007094523,0.0003419852,0.0004059862,0.0006226401,0.0008623883,0.001172664,0.003141257],"category_scores_gemma":[0.001177492,0.0003160305,0.000585823,0.0004370581,0.0006715328,0.0006073024,0.0008250964,0.0006144977,0.0003114197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006961663,"about_ca_system_score_gemma":0.0005926902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005208039,"about_ca_topic_score_gemma":0.002644378,"domain_scores_codex":[0.9998493,0.00004650027,0.000008690639,0.00002408462,0.00004418381,0.00002719058],"domain_scores_gemma":[0.9996389,0.0002118392,0.00002799921,0.00003836327,0.00004221006,0.00004073146],"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":[0.00002347116,0.000008749328,0.000198116,0.00002439874,0.00001079972,0.00002810362,0.00002357048,0.9909928,0.001201625,0.006043423,0.0001421386,0.001302897],"study_design_scores_gemma":[0.000006636478,0.000006220509,0.00005546511,0.000002500477,0.000001971255,0.000008904462,0.000003881489,0.9971399,0.0004344666,0.002071104,0.0002659328,0.000002945324],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.2637571,0.0005004136,0.7152892,0.0004536238,0.0001405957,0.0000838704,0.000615639,0.001429112,0.0177305],"genre_scores_gemma":[0.9196506,0.0002845098,0.07394841,0.0000757918,0.00002329142,0.0003067042,0.0003303952,0.0001954874,0.005184893],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.005208039,"threshold_uncertainty_score":0.01050854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02637639242511646,"score_gpt":0.2843719525954816,"score_spread":0.2579955601703652,"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."}}