Miyuka Nakamura
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開始行:
[[Members-Internal]]
CENTER:SIZE(30){COLOR(gold){Design and Optimization of Co...
*[[Research Bakground>Miyuka Nakamura - English]] [#ie79e...
Research on Artificial Intelligence(AI) is actively condu...
I try to implement CNNs on FPGA for low-power Edge applic...
- For GT seminer
-- &ref(mn_20190604.pdf);
*Research Goal [#k46cf7da]
- To optimize CNN with Fixed point implementation and kee...
- Use Xilinx board and Vivado design tool
- Use MNIST data set for evaluation
- Study the power consumption, the complexity, the accura...
CENTER:&ref(CNN-Vu2019.jpg,,50%);
*Research schedule [#u0b21ebb]
***Step 1 [#v586a523]
-Read papers, Book: April - June
-''For June 4, 2019''. Prepare slides and include: Title,...
-Run the Digit Recognition code on your dektop. Make a su...
-Run the PostCode Python code on your desktop. Make a sum...
-Describe the CNN architecture and the optimization techn...
-''MS exam document preparation (recommendation, research...
-GS exam rehearsal
-GS Examination, July 13, 2019.
***Step 2: CNN Partition for FPGA implementation [#cf07a9...
CENTER:&ref(partition.jpg);
CENTER:CNN partition for FPGA implementaiton (LeNet)
Report progress on September 12, 2019. Time: 4 PM
***Step 2: CNN Optimization for FPGA implementation [#y92...
Date: TBD
If we have a good result, you can submit a paper to: htt...
If not, we will submit to another conf.
*References [#g3d35207]
-The H. Vu, Ryunosuke Murakami, Yuichi Okuyama, Abderazek...
-https://www.spyder-ide.org/
*COLOR(gold){My Shared Google Drive Folder} [#v7f1c3c3]
-[[My Shared Google Drive Folder>https://drive.google.com...
-[[MS Miyuka Nakamura]]
終了行:
[[Members-Internal]]
CENTER:SIZE(30){COLOR(gold){Design and Optimization of Co...
*[[Research Bakground>Miyuka Nakamura - English]] [#ie79e...
Research on Artificial Intelligence(AI) is actively condu...
I try to implement CNNs on FPGA for low-power Edge applic...
- For GT seminer
-- &ref(mn_20190604.pdf);
*Research Goal [#k46cf7da]
- To optimize CNN with Fixed point implementation and kee...
- Use Xilinx board and Vivado design tool
- Use MNIST data set for evaluation
- Study the power consumption, the complexity, the accura...
CENTER:&ref(CNN-Vu2019.jpg,,50%);
*Research schedule [#u0b21ebb]
***Step 1 [#v586a523]
-Read papers, Book: April - June
-''For June 4, 2019''. Prepare slides and include: Title,...
-Run the Digit Recognition code on your dektop. Make a su...
-Run the PostCode Python code on your desktop. Make a sum...
-Describe the CNN architecture and the optimization techn...
-''MS exam document preparation (recommendation, research...
-GS exam rehearsal
-GS Examination, July 13, 2019.
***Step 2: CNN Partition for FPGA implementation [#cf07a9...
CENTER:&ref(partition.jpg);
CENTER:CNN partition for FPGA implementaiton (LeNet)
Report progress on September 12, 2019. Time: 4 PM
***Step 2: CNN Optimization for FPGA implementation [#y92...
Date: TBD
If we have a good result, you can submit a paper to: htt...
If not, we will submit to another conf.
*References [#g3d35207]
-The H. Vu, Ryunosuke Murakami, Yuichi Okuyama, Abderazek...
-https://www.spyder-ide.org/
*COLOR(gold){My Shared Google Drive Folder} [#v7f1c3c3]
-[[My Shared Google Drive Folder>https://drive.google.com...
-[[MS Miyuka Nakamura]]
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