Brain-Centered CPS / NeuroIoT
Human-in-the-loop CPS with neural & environmental sensing; multimodal fusion and memory-centric modeling.
Funded Projects
Neuroscience-in-the-Wild: Memory & Sensor Fusion (NIH 10792324)
This project integrates smartphone-based experiential sensing, wearables, and intracranial neural recordings to study autobiographical memory formation during real-world behavior and to inform future memory-enhancing neuromodulation.
NCS: Memory via Real-world Integration of Brain & IoT Perception (NSF 2435642)
NSF NCS established the NeurIoT foundation for synchronizing brain recordings with real-world multimodal sensing to study memory-relevant behavior and support context-aware neurotechnology research.
Featured Publications
Detecting Context Shifts in the Human Experience Using Multimodal Foundation Models
Iris Nguyen, Liying Han, Burke Dambly, et al.
Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems • 2025
Collaborative Research: NCS: FO: Enhancing Episodic Memory through Real-world Integration of Brain Recording and Stimulation with Semantic Alignment of Human and IoT Perception
Luis A Garcia
NSF Award Number 2435642. Directorate for Computer and Information Science and Engineering • 2024
Continuous Stress Monitoring for Healthcare Workers: Evaluating Generalizability Across Real-World Datasets
Jordan Li Cahoon, Luis Antonio Garcia
Proceedings of the 14th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics • 2023
Neuroplex: learning to detect complex events in sensor networks through knowledge injection
Tianwei Xing, Luis Garcia, Marc Roig Vilamala, et al.
Proceedings of the 18th Conference on Embedded Networked Sensor Systems • 2020
Related Publications
A Neurosymbolic Approach to Adaptive Feature Extraction in SLAM
2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) • 2024
Lost in Tracking Translation: A Comprehensive Analysis of Visual SLAM in Human-Centered XR and IoT Ecosystems
ACM Transactions on Sensor Networks (TOSN) • 2025