Shalini Mukhopadhyay

According to our database, Shalini Mukhopadhyay authored at least 15 papers between 2017 and 2024.

Collaborative distances:

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

2024

Time Series Classification on Edge with Lightweight Attention Networks.

Shalini Mukhopadhyay, Swarnava Dey, Arijit Mukherjee, Arpan Pal, Ashwin S

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

TinyStressNet: On-device Stress Assessment with Wearable Sensors on Edge Devices.

Dibyanshu Jaiswal, Shalini Mukhopadhyay, Varsha Sharma

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

Demo: Stress Detection on Tiny Edge Device with GSR Sensor.

Shalini Mukhopadhyay, Varsha Sharma, Dibyanshu Jaiswal, Swarnava Dey, Avik Ghose

Proceedings of the 22nd Annual International Conference on Mobile Systems, 2024

2023

Demo Abstract: Lightweight Attention Network for Time Series Classification on Edge.

Shalini Mukhopadhyay, Swarnava Dey, Arpan Pal, Ashwin S

Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems, 2023

PuffConv: A System for Online and On-device Puff Detection for Smoking Cessation.

Varsha Sharma, Shalini Mukhopadhyay, Sakyajit Bhattacharya, Swarnava Dey, Avik Ghose

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

Generating Tiny Deep Neural Networks for ECG Classification on Micro-Controllers.

Shalini Mukhopadhyay, Swarnava Dey, Avik Ghose, Pragya Singh, Pallab Dasgupta

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

TinyPuff: Automated design of Tiny Smoking Puff Classifiers for Body Worn Devices.

Shalini Mukhopadhyay, Swarnava Dey, Avik Ghose

Proceedings of the 8th Workshop on Body-Centric Computing Systems, 2023

Demo: On-device Puff Detection System for Smoking Cessation.

Shalini Mukhopadhyay, Swarnava Dey, Avik Ghose

Proceedings of the 21st Annual International Conference on Mobile Systems, 2023

TinyML Demonstration of Time-series Prediction and Vision-based Gesture Recognition.

Syed Mujibul Islam, Jayeeta Mondal, Shalini Mukhopadhyay, Abhishek Roychoudhury, Swarnava Dey, Arijit Mukherjee

Proceedings of the Third International Conference on AI-ML Systems, 2023

2022

Automated Generation of Tiny Model for Real-Time ECG Classification on Tiny Edge Devices.

Shalini Mukhopadhyay, Swarnava Dey, Avik Ghose, Aakash Tyagi

Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

2019

Heart Rate Estimation Algorithm From Wrist-based Photoplethysmogram Using Subspace Learning Method.

Nasimuddin Ahmed, Shalini Mukhopadhyay, Varsha Sharma, Avik Ghose

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

A Robust and Customizable Tracking Algorithm for Accurate Heart Rate Estimation.

Shalini Mukhopadhyay, Nasimuddin Ahmed, Dibyanshu Jaiswal, Avik Ghose

Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

A weiner filter based robust algorithm for estimation of heart rate from wrist based photoplethysmogram.

Nasimuddin Ahmed, Varsha Sharma, Arijit Chowdhury, Shalini Mukhopadhyay, Avik Ghose

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

2017

C2P: An Unobtrusive Smartwatch-Based Platform for Automatic Background Monitoring of Fatigue.

Vivek Chandel, Shalini Mukhopadhyay, Dibyanshu Jaiswal, Dhaval Satish Jani, Sundeep Khandelwal, Arpan Pal

Proceedings of the First International Workshop on Human-centered Sensing, 2017

A Photoplethysmograph Based Practical Heart Rate Estimation Algorithm for Wearable Platforms.

Shalini Mukhopadhyay, Nasim Ahmed, Dibyanshu Jaiswal, Arijit Sinharay, Avik Ghose, Tapas Chakravarty, Arpan Pal

Proceedings of the 2017 Workshop on Wearable Systems and Applications, 2017