Reservoir computing using CVD-MoS2 memtransistor python script
Description
This repository provides a Jupyter-ready Python cell to compute reservoir-computing metrics and train a linear readout from memristive time-series data. The UI (ipywidgets) parses TXT/CSV with auto-delimiter detection and supports decimal commas and scientific notation. The tool reports RMSE, NRMSE (range/std), and R², shows training/test overlays and scatter plots, and exports all plotted series plus metrics as Origin-friendly tab-separated TXT. Upload compatibility covers ipywidgets 7/8 (dict/tuple FileUpload.value) and Windows/macOS/Linux (bytes/memoryview). The code targets reproducible analysis of memristor-based RC experiments, including memtransistor datasets with V_{GS} input and I_{DS} output.
Files
Reservoir_computing_MoS2_memtransistor_source_code.txt
Files
(26.9 kB)
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Additional details
Related works
- Is supplement to
- Dataset: 10.5281/zenodo.16944410 (DOI)