Swapnil Sayan Saha

According to our database, Swapnil Sayan Saha authored at least 14 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

TinyNS: Platform-aware Neurosymbolic Auto Tiny Machine Learning.

Swapnil Sayan Saha, Sandeep Singh Sandha, Mohit Aggarwal, Brian Wang, Liying Han, Julian de Gortari Briseno, Mani Srivastava

ACM Trans. Embed. Comput. Syst., May, 2024

In-Sensor Movement Variability Tracking.

Swapnil Sayan Saha, Krishna Chaitanya Palle, Mahesh Chowdhary

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

Physics-Aware Tiny Machine Learning

Swapnil Sayan Saha

PhD thesis, 2023

Inertial Navigation on Extremely Resource-Constrained Platforms: Methods, Opportunities and Challenges.

Swapnil Sayan Saha, Yayun Du, Sandeep Singh Sandha, Luis Antonio Garcia, Mohammad Khalid Jawed, Mani B. Srivastava

Proceedings of the IEEE/ION Position, Location and Navigation Symposium, 2023

Neural-Kalman GNSS/INS Navigation for Precision Agriculture.

Yayun Du, Swapnil Sayan Saha, Sandeep Singh Sandha, Arthur Lovekin, Jason Wu, S. Siddharth, Mahesh Chowdhary, Mohammad Khalid Jawed, Mani B. Srivastava

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

On-Sensor Online Learning and Classification Under 8 KB Memory.

Mahesh Chowdhary, Swapnil Sayan Saha

Proceedings of the 26th International Conference on Information Fusion, 2023

2022

Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables.

Swapnil Sayan Saha, Sandeep Singh Sandha, Siyou Pei, Vivek Jain, Ziqi Wang, Yuchen Li, Ankur Sarker, Mani Srivastava

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation.

Swapnil Sayan Saha, Sandeep Singh Sandha, Luis Antonio Garcia, Mani Srivastava

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

Machine Learning for Microcontroller-Class Hardware - A Review.

Swapnil Sayan Saha, Sandeep Singh Sandha, Mani B. Srivastava

CoRR, 2022

Excerpt of Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables.

Swapnil Sayan Saha, Sandeep Singh Sandha, Siyou Pei, Vivek Jain, Ziqi Wang, Yuchen Li, Ankur Sarker, Mani B. Srivastava

Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

2021

Enabling Hyperparameter Tuning of Machine Learning Classifiers in Production.

Sandeep Singh Sandha, Mohit Aggarwal, Swapnil Sayan Saha, Mani B. Srivastava

Proceedings of the Third IEEE International Conference on Cognitive Machine Intelligence, 2021

2019

Position independent activity recognition using shallow neural architecture and empirical modeling.

Swapnil Sayan Saha, Shafizur Rahman, Zarin Rezwana Ridita Haque, Tahera Hossain, Sozo Inoue, Md Atiqur Rahman Ahad

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

2018

Feature Extraction, Performance Analysis and System Design Using the DU Mobility Dataset.

Swapnil Sayan Saha, Shafizur Rahman, Miftahul Jannat Rasna, Tarek Bin Zahid, A. K. M. Mahfuzul Islam, Md. Atiqur Rahman Ahad

IEEE Access, 2018

Supervised and Neural Classifiers for Locomotion Analysis.

Swapnil Sayan Saha, Shafizur Rahman, Miftahul Jannat Rasna, Tahera Hossain, Sozo Inoue, Md. Atiqur Rahman Ahad

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018