neurodesign-plus 1.0.3

Extended and maintained fork of the neurodesign package for fMRI experimental design optimisation

neurodesign-plus

neurodesign-plus is an extended and maintained fork of the original neurodesign package for fMRI experimental design optimisation.

In addition to the base package workflow, neurodesign-plus adds support for:

1. fixed user-defined event orders via order,
2. variable stimulus durations via stimuli_durations,
3. transition-specific ITIs via conditional_ITI,
4. probabilistic template-based ordering via order_keys, order_probabilities, and order_length.

Documentation

• Base package documentation: neurodesign on Read the Docs
• neurodesign-plus documentation: neurodesign-plus on Read the Docs

Repository Layout

docs/        Source files for the Read the Docs documentation
manuals/     Longer-form markdown documentation included by the docs site
neurodesign/ Python package source code
tests/       Automated tests for package behavior
tutorials/   Jupyter tutorials for the main workflow, base functions, and new features

Tutorials

The tutorial collection includes:

• three overview tutorials in tutorials/,
• four base-function tutorials in tutorials/base_functions/,
• four feature-focused tutorials in tutorials/new_functions/.

The Read the Docs tutorials page is the best place to browse the current notebook set and their intended learning progression.

Credits

This project is a fork of the original Neurodesign package.

• Original author: Neuropower Team
• Primary refactoring, extensions, and tutorials: Atharv Amar Umap (Social Learning and Decisions Lab, UMD) [e-mail]
• Supervision, design guidance, and tutorials: Valentin Guigon (Social Learning and Decisions Lab, UMD) [e-mail]