Collaborative reservoir computing model
Creators
Description
# Collaborative reservoir computing model
There codes are written in Python3, and dependent on os, datatime, numpy, matplotlib and PIL.
They include :
- Run_Main.py : Training neural network for learning multiple chunks.
- RC.py : Module of echo state network (reservoir computing).
- Model.py : Module of collaborative reservoir computing mode.
- Plot.py : Module of plotting signals or results.
- MySignal.py : Module of creating simulation signal.
- Evaluation.py : Module of evaluating method.
- apple.jpg
- banana.jpg
- grape.jpg
Please create a folder named "img" in the same directory as the source code and place the apple, banana, and grape images in it.
Running these codes will reproduce the main results in the publication : Association between different sensory modalities based on concurrent time series data obtained by a collaborative reservoir computing model. Sci Rep 13, 173 (2023). https://doi.org/10.1038/s41598-023-27385-x
Files
apple.jpg
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