Intel® Distribution of OpenVINO™ Toolkit
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TRAINING MODEL ON FPGA

deremustapha
Beginner
158 Views

Hi, 

Is it possible to train a model looking at the time series dataset (EEG) on FPGA. 

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1 Solution
Munesh_Intel
Moderator
145 Views


Hi Mustapha,


Training a model is not part of OpenVINO workflow. Meanwhile, with regards to OpenVINO FPGA support, please refer to the following link for more information:

https://docs.openvinotoolkit.org/2021.1/openvino_docs_install_guides_VisionAcceleratorFPGA_Configure...


Having said that, to answer your question, it is indeed possible to train a model using time series dataset (EEG) on FPGA.


The following paper would be a good reference and starting point.


X. Ma, W. Zheng, Z. Peng and J. Yang, "FPGA-Based Rapid Electroencephalography Signal Classification System," 2019 IEEE 11th International Conference on Advanced Infocomm Technology (ICAIT), Jinan, China, 2019, pp. 223-227, doi: 10.1109/ICAIT.2019.8935935.



Regards,

Munesh


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2 Replies
Munesh_Intel
Moderator
146 Views


Hi Mustapha,


Training a model is not part of OpenVINO workflow. Meanwhile, with regards to OpenVINO FPGA support, please refer to the following link for more information:

https://docs.openvinotoolkit.org/2021.1/openvino_docs_install_guides_VisionAcceleratorFPGA_Configure...


Having said that, to answer your question, it is indeed possible to train a model using time series dataset (EEG) on FPGA.


The following paper would be a good reference and starting point.


X. Ma, W. Zheng, Z. Peng and J. Yang, "FPGA-Based Rapid Electroencephalography Signal Classification System," 2019 IEEE 11th International Conference on Advanced Infocomm Technology (ICAIT), Jinan, China, 2019, pp. 223-227, doi: 10.1109/ICAIT.2019.8935935.



Regards,

Munesh


View solution in original post

Munesh_Intel
Moderator
126 Views

Hi Mustapha,


This thread will no longer be monitored since we've provided reference and information. If you need any additional information from Intel, please submit a new question. 


Regards,

Munesh


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