AIRBiS project

Research on Software-Hardware Co-design of AI-Enabled Real-time Bio-system

AIRBiS progress meeting†

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Background and Motivation†

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Research Goal†

I will research about a software-hardware Co-design of AI-Enabled Real-time Bio-system.

The research includes the following:

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Research Schedule†

DateTask
☑️Aug 1st - Oct 31, 2020Running demos and study of SW/HW tools in ASL Guidance.
☑️Nov 1st - Nov 15, 2020Prepare paper for "Biomedical Circuits and Systems".
☑️Nov 16 - Nov 23, 2020Check the CNN program from Okada, run on ZCU102 FPGA board and record result.
☑️Nov 23 - Nov 30, 2020Survey current reference papers, update paper for "Biomedical Circuits and Systems".
☑️Dec 1st - Dec 4, 2020Prepare airbis team report and preliminary results in paper.
☑️Dec 4 - Dec 11, 2020Revise and submit papers for ETLTC2021.
☑️Dec 12 - Dec 25, 2020Finish UI-FPGA-Communication function separately.
☑️Dec 18 - Dec 29, 2020Get preliminary results of the AIRBiS system.
☑️Jan 1st - Jan 15, 2021Read paper of "parallel CNN" and prepare slide for RPR1.
☑️Jan 16 - Jan 24, 2021Integrate the AIRBiS system program and get evaluation results.
☑️Jan 24 - Jan 29, 2021Summary the research of AIRBIS system and prepare slide for the RPS4.
☑️Feb 1 - Feb 10, 2021Read paper of "parallel CNN" and prepare slide for RPR2.
Feb 8 - Feb 19, 2021Working on the hardware acceleration design evaluation in FPGA with a bigger input size(64*64 -> 128*128) and more complex CNN model.
Feb 22 - Feb 26, 2021Implementing FL experiment of 10 clients.
Feb 27 - Mar 5, 2021compare evaluation results with other research and compose the paper.
Mar 8 - Mar 13, 2021Improve the draft journal paper.
Mar 15 - Mar 20, 2021Summary the AIRBiS system and make a tutorial document.
Feb 10, Mar 16 2021Implement draft journal paper for the AIRBiS project.
Apr, 2021Explore solutions for Analysis Phase and Diagnosis Phase.
May, 2021Programming and test the Analysis Phase and Diagnosis Phase.
Schedule last updated on: 2/24/2021
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references†

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Updates†

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