TRAINING MODEL ON FPGA

[deremustapha]

Hi, 

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

[Munesh_Intel · Accepted solution]

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]

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