{"id":"W7091599669","doi":"10.1016/j.mtphys.2025.101890","title":"A bio-inspired tactile sensor for artificial tactile synapses","year":2025,"lang":"en","type":"article","venue":"Materials Today Physics","topic":"Advanced Memory and Neural Computing","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; Guangdong Provincial Pearl River Talents Program; National Natural Science Foundation of China; Royal Society of Canada","keywords":"Neuromorphic engineering; Tactile sensor; Piezoresistive effect; Memristor; Artificial neuron; Tactile perception; Haptic technology; Artificial neural network","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008045259,0.0001394038,0.0002120404,0.0001359181,0.0002385494,0.0005525916,0.000629911,0.0007272183,0.002195873],"category_scores_gemma":[0.0002152919,0.0001258839,0.0001276562,0.0001583562,0.0002751023,0.0005980175,0.0004071646,0.0003482267,0.0006947738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001704658,"about_ca_system_score_gemma":0.0001374094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007374723,"about_ca_topic_score_gemma":0.0001741356,"domain_scores_codex":[0.9999237,0.000006473596,0.000003426945,0.00001606459,0.0000422183,0.000008102018],"domain_scores_gemma":[0.9999347,0.00001241874,0.000008664459,0.000008674032,0.0000185931,0.00001696111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005786358,0.0000427121,0.0001363587,0.00009007828,0.000008961878,0.0001603777,0.00002715412,0.00101787,0.9713516,0.00650944,0.001267435,0.01933012],"study_design_scores_gemma":[0.00004724341,0.0004574691,0.001373387,0.00002777079,0.00003280545,0.0008949271,0.00005192985,0.07331693,0.8898376,0.005896136,0.02801916,0.00004467536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6280332,0.0076795,0.2860944,0.003905119,0.003274786,0.000190026,0.0006700747,0.002613783,0.06753925],"genre_scores_gemma":[0.9131671,0.0009952534,0.06958762,0.0007179608,0.0001187411,0.00004931976,0.0001039997,0.00006138423,0.0151985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002195873,"threshold_uncertainty_score":0.007345915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01886356725704471,"score_gpt":0.258622708656279,"score_spread":0.2397591413992342,"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."}}