Browsing by Author "Cruz-Garza, Jesus G."
Now showing 1 - 4 of 4
- Results Per Page
- Sort Options
Item 18-Month Mobile Brain-Body Imaging (MoBI) Data Correlating with Daily Tasks: Findings in Alpha-band Frequencies(2019) Alarcon, Christian Bernard; Bellman, Devon E.Current neuroscience studies have failed to capture the progressive, long-term nature of the creative process, limiting the intricate system into single-session controlled experiments. Through the advancement of MoBI technology, we utilized context-aware documentation to monitor and record EEG data from a multimedia installation artist as she undergoes the creative process. This dataset propels brain-computer interfaces closer to real-world applications by answering the question: can EEG data from natural settings be analyzed using MoBI technology? In this 18-month longitudinal study, using a dry-electrode wireless headset a home-security camera, and a personal journaling phone app, EEG data is collected from real-world settings -- the comfort of an artist's home as she creates an art installation. Then, the data was separated by task-specific labels based off video and journal annotations. EEG and video were simultaneously recorded, resulting in over 400 hours of data. To determine the validity of the datasets, we have explored EEG findings in the alpha-band region (8-12 Hz). After scalp mapping the average EEG of the tasks, we notice a difference in alpha power from the prefrontal cortex (PFC) to the parietal region. Also, when comparing alpha power through potential baseline activities, a shift toward the parietal regions is also evident. We are working to open-source the multimodal dataset to allow others to verify findings and discover potential uses. We hope for the public EEG data to help create advances in merging brain-machine interfaces closer to the real world as wireless, wearable, non-invasive systems. This project was completed with contributions from Jesus G. Cruz-Garza from Corner University.Item Data Collection for a Longitudinal Mobile Brain-Body Imaging (MoBI) Study of the Creative Process Over the Span of 18 Months in Real-World Settings(2019) Bellman, Devon E.; Alarcon, Christian BernardUnderstanding human creativity remains one of the fundamental questions linking art, science, and engineering. Contemporary neuroscience studies investigating the brain in relation to creativity have been limited to single-session laboratory settings that fail to capture the progressive nature of the creative process in complex settings. To overcome these limitations, we deployed a combination of context-aware documentation (video and personal journal) and mobile brain-body imaging (MoBI) technology to monitor and record a Houston-based multimedia installation artist in real-world-settings. We make available the first longitudinal MoBI dataset using dry-electrode electroencephalography (EEG) as she performs label-specific tasks.Item Examining the Improvisational Creative Process in the Visual Arts: A Mobile Brain Body Imaging Approach(2017) Cruz-Garza, Jesus G.; Chatufale, Girija; Contreras-Vidal, Jose L.Mobile brain/body imaging (MoBI) for the study of the human improvisational creative process. In the spirit of the "Exquisite Corpse," an improvisational creative game, three artists created three art-pieces. The artists were equipped with 64 channel wireless EEG (2 channel EOG) and 3 inertial measurement units on forearms and head. We report the most relevant features for offline classification both in motion and EEG data pertaining to baseline, planning, and execution phases, of the improvisational creative process. The angular velocity in the left-right direction and the magnitude ratio (right / left hand) of the movement jerk were features that consistently shared the most mutual information with the class labels. The most relevant features for classification in the EEG data varied for each artist, and relate to their approach to the artwork. These features were mostly found in the parietal, central and frontal electrodes across frequency bands and time-domain features.Item Your Brain on Art: Neural basis of creativity in typically developing children(2017-10-12) Gale, Michelle; Cruz-Garza, Jesus G.