عنوان انگلیسی مقاله:
Using an AI creativity system to explore how aesthetic experiences are processed along the brain’s perceptual neural pathways
ترجمه فارسی عنوان مقاله:
استفاده از یک سیستم خلاقیت هوش مصنوعی برای بررسی نحوه پردازش تجارب زیبایی شناختی در مسیرهای عصبی ادراکی مغز
Sciencedirect - Elsevier - Cognitive Systems Research, 59 (2020) 63-72. doi:10.1016/j.cogsys.2019.09.012
Vanessa Utz ⇑, Steve DiPaola
With the increased sophistication of AI techniques, the application of these systems has been expanding to ever newer fields. Increasingly,
these systems are being used in modeling of human aesthetics and creativity, e.g. how humans create artworks and design products.
Our lab has developed one such AI creativity deep learning system that can be used to create artworks in the form of images and videos.
In this paper, we describe this system and its use in studying the human visual system and the formation of aesthetic experiences. Specifically,
we show how time-based AI created media can be used to explore the nature of the dual-pathway neuro-architecture of the human
visual system and how this relates to higher cognitive judgments such as aesthetic experiences that rely on these divergent information
streams. We propose a theoretical framework for how the movement within percepts such as video clips, causes the engagement of reflexive
attention and a subsequent focus on visual information that are primarily processed via the dorsal stream, thereby modulating aesthetic
experiences that rely on information relayed via the ventral stream. We outline our recent study in support of our proposed
framework, which serves as the first study that investigates the relationship between the two visual streams and aesthetic experiences.
Keywords: Neuroscience | Brain simulation | Artificial intelligence | Deep learning | Visual pathways | Neural pathways | Neuro-architecture | Aesthetics