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Ambargo Durumu : Erişime Açık ✕Yayıncı : Yeditepe University ... ✕Yayıncı : Yeditepe University ... ✕
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Erişime Açık

Examining Heuristic-System 1 and Analytic-System 2 processing during reasoning on the syllogisms and the modified version of the bat and ball problems: response time, response confidence, and dual-task assessments

Gültekin, Burak Berk

How are reasoning processes shaped by the heuristic system and analytic system? In the present study, we were focused on how heuristics and analytical thinking affect reasoning. According to dual-process theories, reasoning consists of two distinct modes of processing: System 1 and System 2. System 1 generates responses that are automatic, fast, and intuitive. This system does not need working memory resources. The other system is reflective. Characteristics of this system are deliberative, slow, and conscious. System 2 depends on working memory capacity. Therefore, system 2 needs working memo ...Daha fazlası

Preprint 2022 Yeditepe University Academic and Open Access Information System 43 Görüntülenme
Erişime Açık

Image to Music: Cross-Modal Melody Generation Through Image Captioning

Kaplan, Alper

Advances in machine learning in recent years have also been seen in computationally creative systems. Interest in machine-generated artifacts paved a way for creative models to evolve as such. But the earlier methods mostly explored a one domain approach and cross-modal learning has stayed relatively unexplored. Thus, the direct mapping between modalities for cross-modal creative models is not fully explored. This work proposes a novel methodology for generating symbolic music through images by directly mapping their features. A CNN encoder and deep stacked LSTM decoder are the base models as ...Daha fazlası

Preprint 2023 Yeditepe University Academic and Open Access Information System 71 Görüntülenme
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