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ValentinGuigon/README.md

Valentin Guigon — Postdoctoral Researcher in Computational Neuroscience

Website  ·  Google Scholar  ·  ORCID  ·  LinkedIn

Substack ·  Medium  ·  Twitter  ·  Bluesky


About

I am a postdoctoral researcher in Psychology and Neuroscience at the University of Maryland, working in Caroline Charpentier’s Social Learning and Decisions Lab (SLD Lab). I am also an affiliated member of the Artificial Intelligence Interdisciplinary Institute at Maryland (AIM), an affiliate researcher of the Neuroscience and Cognitive Science (NACS) program, and an elected Full Member of Sigma Xi, The Scientific Research Honor Society.

My work sits at the intersection of computational neuroscience, behavioral economics, and NeuroAI. I use behavioral experiments, computational modeling, and neuroimaging to study social learning, trust, belief updating, confidence calibration, and decision-making under uncertainty. Alongside empirical research, I develop and curate scientific software, reproducible workflows, and analysis templates for neuroscience and related computational research.



Repositories (selected)

Research repositories

ReceivingNews replication package   RESEARCH

Replication package for the project receivingNews (Metacognition biases information seeking in assessing ambiguous news, published in Communications Psychology).

Metacognition · Preferences · Information-seeking

Repository   Paper
neurodesign-plus   PACKAGE

Source code for the neurodesign-plus Python package, an augmented version of neurodesign. neurodesign-plus offers a comprehensive solution to simulate HRF in various fMRI designs. Primary work: Atharv Umap; Supervision: Valentin Guigon. Neuroimaging · fMRI experimental design · Multi-objective optimization

Repository   Pypi package   Read the docs

Cookicutter-neuro-research-project   TOOL

Cookiecutter template for neuroscience / comp neuro research projects. Compatible with python, R and MATLAB.



Reproducibility · Cookiecutter template · Repo initialization

Repository

dynamics-rsg   RESEARCH

Source code for Neuromatch NeuroAI project dynamics-rsg. We compared biologically plausible learning rules (PC, RFLO) and BPTT in leaky-tahn RNNs trained on the Ready-Set-Go task, and evaluated them against macaque behavior and MPFC activity (DANDI 000130).

NeuroAI · Recurrent networks · Neural dynamics · Interval timing

Repository


Personal repositories

Personal website   TOOL

Personal website. Built with a Jekyll::alshedivat base, tailored for personal uses.



Repository
March Madness 2026   EXPERIMENT

March Madness 2026 forecast repo built as a tightly supervised AI-assisted workflow for bracket generation, live tournament tracking, and public analytical reporting on personal website.

Repository


AI tools repositories

SUPLEX-agentic-workflow   TOOL

SUPLEX (supervised pipeline with layered execution) is a lightweight governance layer for AI-assisted repository work. It installs a supervision-execution split, bounded-task discipline, handoff structure, and provenance tracking into any existing repository without modifying host architecture.

Agentic workflows · AI governance · Reproducibility

Repository   Substack post
AI-research-feedback   TOOL

A collection of Claude Code / Codex skills for academic research review, forked from Claes Bäckman, adapted for psyc/neuro. Includes parallel-agent commands for full referee-style paper review, quick pre-submission checks, paper-code reproducibility audits, pre-analysis plan review, and grant proposal review.

Claude Code · Paper review

Repository


Template repositories

SPM_fMRI_pipeline_template   TEMPLATES

Pipeline for SPM fMRI: Artefact removal, Preprocessing, First level, Second level, MRIcroGL.

SPM fMRI · Preprocessing · Processing · Visualization

Repository
Py_fMRI_pipeline_template   TEMPLATES

fMRI analysis pipeline for Py (Fitlins, Nilearn).

Py fMRI · Processing · WIP

Repository

Mixed_LM_templates   TEMPLATES

R, BRMS & JAGS templates + boilerplates for MLM/Bayes-MLM, Power simulations, and Mediation analyses.

R · Bayesian hypothesis testing · Mixed NHST

Repository

NLP_templates   TEMPLATES

Templates & demos for NLP (pipelines, fine tuning, tokenizers, inference). Primarily thought for running on Colab, built with HF.

HuggingFace · NLP · training

Repository

sentiment_analysis_templates   TEMPLATES

Sentiment analysis methods: by hand, ntlk_VADER, and Roberta.

Repository


A bientôt.

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