This code is the implementation of the Spiking Online Transformer of the paper "Online Transformers with Spiking Neurons for Fast Prosthetic Hand Control". It predicts finger position using a surface Elecromyography regression.
The required steps to install the correct python environement: -The code requires python 3.10: conda create --name yourenvname python=3.10 -To activate the environement: conda activate yourenvname -To install pytorch: conda install pytorch=1.12.0 torchvision==0.13 torchaudio=0.12 cudatoolkit=11.3 -c pytorch -To install other required packages: pip install -r requirements.txt
This code is the implementation of the Spiking Online Transformer of the paper "Online Transformers with Spiking Neurons for Fast Prosthetic Hand Control". It predicts finger position using a surface Elecromyography regression.
https://arxiv.org/abs/2303.11860