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Creating Generative Data-driven Aesthetics Based on Brain Waves

delete2026-01-01
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PRE
AI
B
Bruno Azevedo *
H
Hélder Silva
O
Olívia Morgan Lapenta
E
Elena Partesotti
DOI:10.1007/978-3-031-97257-7_7delete
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Abstract

Abstract

En 中文
Contemplative environments can significantly impact our mental health, and recent research highlights their importance for well-being. Guided by the principles and aesthetics of Zen Gardens and Zen Buddhism, the medium-term objective is to create an immersive, therapeutic environment with restorative qualities, utilizing a data-driven generative approach. This paper explores the initial phase of translating brain wave data, specifically electroencephalographic recordings of brain waves, into dynamic abstract visual patterns. In this process, the data serves as the pigment, while algorithms shape the visual aesthetics. In this first iteration, a dataset related to the research of brain activity in a resting-state experiment was used, and a Fast Fourier Transform was implemented in the Processing programming language to calculate the average amplitude and frequency. The average amplitude was used as input for the Flow Field algorithm, influencing the velocity visualized through dynamic curves with fading trails. By presenting the current work, this article aims to show the transformative potential of generative art in creating abstract immersive environments.
Keywords:
EEG data-driven Visualization
Computational Aesthetics
Immersive Environments
Zen Gardens

Journal

A
ARTSIT, INTERACTIVITY AND GAME CREATION, ARTSIT 2024, PT II
IF:
0
Papers:
17
Citations:
0

Organization

U
universidade do minho
Scholars:
1.1W
Papers: 1.1W
Citations: 10
U
universidade estadual de campinas
Scholars:
3.3W
Papers: 2.3W
Citations: 19
Cited Papers

Cited Papers

Quantitative EEG Study on Zen Meditation (Zazen)
err2008-06-28
err0
PREAI
errTetsuhito Murata; Yoshifumi Koshino; Masao Omori; Ichiro Murata; Masashi Nishio; Kazumasa Sakamoto; Tan Horie; Kiminori Isaki
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Using Synchrony-Based Neurofeedback in Search of Human Connectedness
err2019-05-26
err0
PREAI
errSuzanne Dikker; Sean Montgomery; Suzan Tunca
errShare
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Stimulating neuroplasticity: Therapeutic applications of an extended digital musical instrument
err2025-01-01
err0
PREAI
errPartesotti,Elena; Feitosa,Jamille Almeida; Manzolli,Jônatas; Castellano,Gabriela
errShare
errSave
errShare
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Meditation experts try Virtual Reality Mindfulness: A pilot study evaluation of the feasibility and acceptability of Virtual Reality to facilitate mindfulness practice in people attending a Mindfulness conference.
err2017-11-22
err0
errOAAI
errMaría V. Navarro-Haro; Yolanda López-del-Hoyo; Daniel Campos; Marsha M. Linehan; Hunter G. Hoffman; Azucena García-Palacios; Marta Modrego-Alarcón; Luis Borao; Javier García-Campayo
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