OH2021

¶ ¶ Mobile User Authentication via Deep Learning Aditi Satish (GR), Daniel Liu (UG), Sharad Prasad (UG), Emily Gao (HS), David Man (HS)
Poster (PDF)	Slides (PDF)
¶ ¶ Quantifying the Transformation of Information to Energy Katherine Moreira (UG), Yunhyuk Chang (UG), Evan Xie (HS)
Poster (PDF)	Slides (PDF)
¶ ¶ Tracking bee movements with machine learning Joel Paley (UG), Justin Yu (UG), Arnesh Kumar Issar (UG), Jack Bessen (UG), Nikhil Sampath (HS)
Poster (PDF)	Slides (PDF)
¶ ¶ Smart City Traffic Simulator Afreen Fatima (UG), Sebastian Teslic (UG), Mohammed Awais Zubair (UG), Sheza Bajwa (HS), Ana Obradovic (HS)
Poster (PDF)	(slides missing)
¶ ¶ Real-time machine learning on the embedded devices Nelusha Dias (UG), David Banyamin (UG)
Poster (PDF)	Slides (PDF)
¶ ¶ Distributed Spectrum Sensing and Channel Assignment Zhile Li (GR), Samuel Sayles (UG), Aditya Srivastava (HS)
Poster (PDF)	Slides (PDF)
¶ ¶ Self-Driving Vehicle Zhuohuan Li (GR), Sandeep Alankar (UG), Anthony Siu (UG), Adas Bankauskas (UG), Malav Majmudar (UG), Abia Mallick (UG), Lohith Bodipati (HS), Aayush Agnihotri (HS)
Poster (PDF)	Slides (PDF)
¶ ¶ High speed training using binary neural networks Sachin J. Mathew (UG), Daniel Chen (UG), Daniel Maevsky (UG), Thomas Forzani (UG), Serena Zhang (HS)
Poster (PDF)	Slides (PDF)
¶ ¶ FPGA implementation of object detection Vrishin Patel (UG), Aayushi Kasera (UG), Shivansh Patel (UG), Shivam Patel (UG), Arjun Bidani (HS)
Poster (PDF)	Slides (PDF)
¶ ¶ Analyzing Social Distancing Based on Sensory Inputs Taqiya Ehsan (UG), Aryan Doshi (UG), Maya Shankar (UG), Justin Ding (UG), Sonia Batheja (HS), Ansh Bhatti (HS)
Poster (PDF)	Slides (PDF)
¶ ¶ Using Machine Learning for IoT Nandana Pai (UG), Dhyanashri Raman (HS)
Poster (PDF)	Slides (PDF)
¶ ¶ Characterizing 5G Leakage on Passive Weather Sensing Spectrum Bands Noam Hirschorn (UG)
Poster (PDF)	Slides (PDF)

¶ WINLAB Summer Internship Open House — 2021