Resources

Datasets

Narratives: fMRI Data for Naturalistic Language Comprehension

Multi-story fMRI dataset for benchmarking models of naturalistic language comprehension.

Dataset Nastase et al. (2021) Scientific Data

Narrative Thinking: Code and Data

Analysis code and fMRI data examining how narrative thinking persists into spontaneous thought.

Dataset Bellana, Mahabal & Honey (2022) Nature Communications

Autobiographical Memory Similarity: Narratives and Annotations

De-identified memory narratives, pairwise similarity annotations, and demographic/SAM data from two participant groups.

Dataset Tomita, Barense & Honey (2021) bioRxiv

Spontaneous Thought: Think-Aloud Behavioral Data

Behavioral data from a think-aloud paradigm measuring spontaneous memory recall and future thinking. From the Lee Lab (Purdue University).

Dataset Su et al. (2025) Nature Communications

Boosting Theory-of-Mind in LLMs with Prompting

Prompts, task stimuli, and LLM responses for testing Theory-of-Mind reasoning in large language models.

Dataset Rahimi Moghaddam & Honey (2023) arXiv

Tools

iELVis: Intracranial Electrode Visualization

Open-source MATLAB toolbox for localizing and visualizing human intracranial electrode data.

Tool Groppe et al. (2017) Journal of Neuroscience Methods

From the Community

Related Tools

RAVE: Reproducible Analysis and Visualization of iEEG

Open-source platform for analyzing intracranial EEG data, including ECoG and depth electrodes.

Beauchamp Lab

Open Datasets

OpenNeuro

Open repository for neuroimaging datasets (MRI, fMRI, MEG, EEG, iEEG) in BIDS format.

Courtois NeuroMod

Deeply sampled fMRI, MEG, and behavioral data from a small cohort across diverse tasks and naturalistic stimuli.

Books & Courses

Statistical Thinking for the 21st Century

Open textbook teaching statistics through simulation and real datasets rather than traditional formula-based methods.

Poldrack

Better Code, Better Science

Open textbook on version control, testing, reproducibility, and AI-assisted coding for scientists.

Poldrack

Neuromatch: Computational Neuroscience

Open course covering computational neuroscience fundamentals.

Neuromatch: NeuroAI

Open course on neuroscience and artificial intelligence.

Collaborators & Related Labs

Janice Chen

Naturalistic human memory; structure of real-world events and narratives.

Johns Hopkins University

Buddhika Bellana

Human memory and spontaneous thought.

York University

Morgan Barense

Memory, meaning and aging.

University of Toronto

Kai Miller

Movement disorders, neurosurgery, human systems neurosciences.

Mayo Clinic

Dora Hermes

Neuroinformatics, language, and development.

Mayo Clinic

Taufik Valiante

Circuit dynamics, circuit motifs, epilepsy, neurosurgery.

University of Toronto

Hongmi Lee

Complex and naturalistic aspects of human memory.

Purdue University

Donner Lab

Decision-making, neural dynamics, and perceptual inference.

University Medical Center Hamburg-Eppendorf

Hasson Lab

Neural processes underlying natural language, narrative, and communication.

Princeton University

Heeger Lab

Computational models of neural processing and visual perception.

New York University

Sporns Lab

Brain network organization, connectomics, and complex systems.

Indiana University

Community

CCNeuro: Conference on Cognitive Computational Neuroscience

Annual conference bridging cognitive science, neuroscience, and AI.