Knitted EEG Data was created in collaboration with artists Victoria Manganiello and Linh My Truong for the Having Future Friends/Tribe Against Machine e-textiles residency swatch book and gallery presentation in 2020.
It was composed of knit panels integrated with brainwave data. The EEG data used to generate the patterns was collected through real-time brainwave recordings, which were then transformed into dynamic knit designs. These designs translated neural activity into visual and tactile forms, exploring a dialogue between human consciousness and material expression.
Conceptual Axis
With this work, we aimed to bridge the gap between intangible human thought and its physical representation. By translating EEG signals into knitted structures, we questioned the boundaries of what constitutes “language” and “communication.” How do we interpret data that originates from within the human mind? Can personal brainwave activity manifest meaning outside of scientific or medical contexts?
Through the integration of e-textiles and knitting traditions, Knitted EEG Data serves as a meditation on the intersection of technology, craft, and the body. It invites viewers to experience neural processes as aesthetic, material artifacts and consider the unseen rhythms of cognition as something tangible and shared.
References
https://tribe-against-machine.org/wiki/tiki-index.php?page=Encoded_Messages:_Knitted_EEG_Data
Technology
OpenBCI UltraCortex EEG Headset
OpenBCI GUI
AYAB-Enabled CNC Brother Knitting Machine




Knitting and photo by Linh My Truong.

Repeated blinking as seen by an EEG headest.

EEG data converted to grayscale for AYAB.
Selected excerpts downsampled to AYAB's image format by Victoria Manganiello

EEG Data loaded into AYAB and ready to be knit. Photo and knitting by Linh My Truong.

Knitting progress. Photo by Linh My Truong.