{"id":"W4402124975","doi":"10.1109/icton62926.2024.10647338","title":"Quantum information and Artificial Neural Networks-based Signal Processing using Integrated Photonics","year":2024,"lang":"en","type":"article","venue":"","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Photonics; Artificial neural network; Computer science; Signal processing; Quantum; Artificial intelligence; Digital signal processing; Optoelectronics; Materials science; Computer hardware; 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":[0.0002608101,0.0001591564,0.0001899131,0.0002203926,0.0001772361,0.0005824982,0.0004270149,0.0004980289,0.001436971],"category_scores_gemma":[0.0006698294,0.0001259805,0.0001589168,0.0002578072,0.0007001581,0.001082815,0.0004045226,0.0005356922,0.0001925533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004618671,"about_ca_system_score_gemma":0.0003056183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006419188,"about_ca_topic_score_gemma":0.0008904367,"domain_scores_codex":[0.9998647,0.00003620326,0.000005891872,0.00002164393,0.00005512684,0.00001643999],"domain_scores_gemma":[0.9998443,0.00008412132,0.00001715871,0.00001993749,0.00002658812,0.000007847442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002602315,0.0001773062,0.0008308204,0.0003186738,0.0000762737,0.0002235528,0.000165592,0.1619746,0.1687815,0.546011,0.00279475,0.1183857],"study_design_scores_gemma":[0.00002835479,0.00009409577,0.0004049643,0.0000246637,0.00001561039,0.00007306921,0.0000244531,0.8854862,0.0435112,0.06273537,0.007577121,0.00002480939],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2787596,0.00805416,0.6626726,0.003457823,0.0004076139,0.00007266486,0.000127881,0.0006404954,0.04580718],"genre_scores_gemma":[0.9216777,0.001891106,0.07106635,0.0001973787,0.00006349336,0.00004267245,0.00004480876,0.00003489104,0.004981608],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001436971,"threshold_uncertainty_score":0.004807174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02369273947915196,"score_gpt":0.2570928520931238,"score_spread":0.2334001126139719,"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."}}