2025 / Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems
Detecting Context Shifts in the Human Experience Using Multimodal Foundation Models
Iris Nguyen, Liying Han, Burke Dambly, Alireza Kazemi, et al.
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Research Theme
Brain-Centered CPS / NeuroIoT
We study human-in-the-loop CPS that combines neural and environmental sensing with multimodal, memory-centered modeling.
- Projects
- 2
- Active
- 1
- Papers
- 6
Funded Work
Projects connected to this theme
Active2024–2029
Neuroscience-in-the-Wild: Memory & Sensor Fusion
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.
NIH
Project detailsCompleted2021–2024
NCS: Memory via Real-world Integration of Brain & IoT Perception
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.
NSF NCS (NeurIoT)
Project detailsFeatured Papers
Representative publications
2024 / NSF Award Number 2435642. Directorate for Computer and Information Science and Engineering
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
2023 / Proceedings of the 14th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics
Continuous Stress Monitoring for Healthcare Workers: Evaluating Generalizability Across Real-World Datasets
Jordan Li Cahoon, Luis Antonio Garcia
2020 / Proceedings of the 18th Conference on Embedded Networked Sensor Systems
Neuroplex: learning to detect complex events in sensor networks through knowledge injection
Tianwei Xing, Luis Garcia, Marc Roig Vilamala, Federico Cerutti, et al.
Related Papers
More publications in this area
2024 / 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
A Neurosymbolic Approach to Adaptive Feature Extraction in SLAM
Yasra Chandio, Momin A Khan, Khotso Selialia, Luis Garcia, et al.
2025 / ACM Transactions on Sensor Networks (TOSN)
Lost in Tracking Translation: A Comprehensive Analysis of Visual SLAM in Human-Centered XR and IoT Ecosystems
Yasra Chandio, Khotso Selialia, Joseph DeGol, Luis Garcia, et al.