Search Results for author: Vikram Iyer

Found 5 papers, 2 papers with code

From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models

no code implementations21 Nov 2023 Zachary Englhardt, Chengqian Ma, Margaret E. Morris, Xuhai "Orson" Xu, Chun-Cheng Chang, Lianhui Qin, Daniel McDuff, Xin Liu, Shwetak Patel, Vikram Iyer

Passively collected behavioral health data from ubiquitous sensors holds significant promise to provide mental health professionals insights from patient's daily lives; however, developing analysis tools to use this data in clinical practice requires addressing challenges of generalization across devices and weak or ambiguous correlations between the measured signals and an individual's mental health.

Decision Making

Exploring and Characterizing Large Language Models For Embedded System Development and Debugging

no code implementations7 Jul 2023 Zachary Englhardt, Richard Li, Dilini Nissanka, Zhihan Zhang, Girish Narayanswamy, Joseph Breda, Xin Liu, Shwetak Patel, Vikram Iyer

We leverage this finding to study how human programmers interact with these tools, and develop an human-AI based software engineering workflow for building embedded systems.

TinySDR: Low-Power SDR Platform for Over-the-Air Programmable IoT Testbeds

no code implementations3 Jul 2019 Mehrdad Hessar, Ali Najafi, Vikram Iyer, Shyamnath Gollakota

Wireless protocol design for IoT networks is an active area of research which has seen significant interest and developments in recent years.

Signal Processing Networking and Internet Architecture

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