1. Project 1: Smart Home REU student: Jason Ling Graduate mentors: Safa Bacanli Faculty mentor(s): Damla Turgut
Week 8 (July 2 – July )
Accomplishments:
Finished working with fully-connected neural network and can only get 60% testing accuracy
Created a Long Short-Term Memory network (LSTM) and trained UMass dataset with it
Read papers on weather-based privacy threats related to IoT
Continued writing my report
Problem & Solutions
Problem: Unable to calibrate the KY-028 sensor
Problem: LSTM only has around 64% testing accuracy & Solution: Scale data and try different time sequences/testing set
Plans for next week:
Complete all training with the UMass dataset and Smart Home data
NSF REU Research Experience on Internet of Things 2018