Intel® Distribution of OpenVINO™ Toolkit
Community assistance about the Intel® Distribution of OpenVINO™ toolkit, OpenCV, and all aspects of computer vision-related on Intel® platforms.

TRAINING MODEL ON FPGA

deremustapha
初學者
814 檢視

Hi, 

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

0 積分
1 解決方案
Munesh_Intel
主席
801 檢視


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.html#product_change_notice


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


在原始文章中檢視解決方案

2 回應
Munesh_Intel
主席
802 檢視


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.html#product_change_notice


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


Munesh_Intel
主席
782 檢視

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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