The goal of this thesis is to propose a DNN (CNN) parallelization algorithm, architecture, and design of a Real-time AI-Enabled Real-time Bio-system.
| Date | Task |
| ☑Nov 1 ~ Dec 7, 2020 | Resize MNIST dataset |
| Dec 21 ~ TBD | Update paper "Hand Gesture Processing with Sensor Fusion based on Neuromorphic System" |
| ☑Dec 24 ~ Jan 8, 2021 | EMG dataset collection using Myo |
| ☑Jan 9 ~ 20, 2021 | Implementing signal processing part in Matlab |
| ☑Jan 20 ~ Feb 28, 2021 | Add source code and dataset into github |
| ☑Jan 17 ~ 31, 2021 | Help to revise ETLTC20210 papers |
| ☑Feb 20 ~ 26, 2021 | Test 3D printer |
| ☑Mar 2 ~ Mar 5, 2021 | Study AIRBiS project and write slide |
| ☑Mar 2 ~ Mar 12, 2021 | Inference of batch test on FPGA and communicate network with UI for 64x64 grayscale |
| ☑Mar 12 ~ Mar 22, 2021 | Inference of batch test on FPGA and communicate network with UI for 128x128 grayscale |
| ☑Mar 15 ~ Mar 23, 2021 | Write Hardware Acceleration Part of journal draft |
| ☑Mar 24, 2021 | Find source code in internet for parallel CNN |
| ☑Mar 26 ~ Apr 2, 2021 | comparison to other works |
| ☑Apr 3 ~ Apr 14, 2021 | work on training on FPGA for AIRBiS project |
| ☑Apr 15 ~ Apr 28, 2021 | Work on speed up for time cost using SDSoC |
| Apr 29 ~ June 16 | work on parallel CNN on FPGA for AIRBiS Project |
| June 17 ~ July 18 | Evaluate parallel CNN on FPGA for AIRBiS Project |
| July 19~ August 20 | Explore mapping CNN algorithm onto NoC |
| August 21 ~ September 22 | Evaluate CNN mapping algorithm on NoC |
| Sept 23~ Oct 22 | Explore the more secure system on hardware |
| Oct 23~ Nov 24 | Prepare paper for publication opportunity |