{"id":"W7019737871","doi":"","title":"Implementation of spiking neural network on field-programmable gate array for image classification","year":2023,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Advanced Memory and Neural Computing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Artificial neural network; Contextual image classification; Pattern recognition (psychology); Image (mathematics); Degree (music); Image processing; Spiking neural network; Statistical classification; Feature extraction","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":[0.000130802,0.0002022987,0.0002639289,0.0001608072,0.0001766255,0.0003962634,0.0007497721,0.0004125589,0.003762807],"category_scores_gemma":[0.0002562414,0.0001076411,0.0002887306,0.0002433857,0.0001088561,0.0003643838,0.0002956102,0.0003037482,0.0005637253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003027118,"about_ca_system_score_gemma":0.0004589321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002004779,"about_ca_topic_score_gemma":0.00348667,"domain_scores_codex":[0.9999366,0.000007312116,0.00000463615,0.0000146876,0.0000216323,0.00001515396],"domain_scores_gemma":[0.9999435,0.00001074293,0.000003804171,0.000007274884,0.00002895976,0.000005709876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003978915,0.0002652999,0.001588966,0.0002351272,0.0001525406,0.0002713964,0.0001031078,0.1937701,0.2702709,0.01387533,0.008708641,0.5103606],"study_design_scores_gemma":[0.00003339711,0.0001719986,0.001008333,0.0000190486,0.00003377713,0.00009855033,0.00002062711,0.9285253,0.05949761,0.003988439,0.006589695,0.00001321659],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1798131,0.001210902,0.7817245,0.0007507621,0.0005348906,0.0001491784,0.0003417567,0.004030228,0.03144474],"genre_scores_gemma":[0.8440719,0.0003909254,0.1447893,0.0001504385,0.0000323928,0.00009571283,0.0002690607,0.00007071003,0.0101296],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003762807,"threshold_uncertainty_score":0.01258785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02170293868443497,"score_gpt":0.2693499929365914,"score_spread":0.2476470542521564,"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."}}