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Ahoi hoi there and welcome

My name is Peer and I’m a Research Assistant Professor at Northwestern University and a research affiliate in cognitive and computational (auditory) neuroscience, Artificial Intelligence and Data Analyses, partly affiliated with the with the Montréal Neurological Institute & Hospital (MNI) located at McGill University, with the International Laboratory for Brain, Music and Sound Research (BRAMS) which is jointly run by the Université de Montréal & McGill University & the Senseable Intelligence Group at the McGovern Institute for Brain Research. Additionally, I’m part of the BIDS, Neuromod, ReproNim, OHBM SEA-SIG teams and the European AI Alliance initiative.

In terms of research, I’m interested in generalization in biological and artificial agents and the potentially underlying transformations as a basis for intelligent adaptive behavior. I tackle these questions using MRI, EEG, behavior and artificial neural networks, with a special emphasis on data analysis approaches (e.g., pattern analyses, multimodal data integration, naturalistic paradigms, alignment methods & statistical learning) as open, transparent and reproducible as possible. Furthermore, I’m highly invested in education & outreach, fair access & utilization of knowledge, as well as responsible & sustainable science.

Peer Herholz's Projects

fmriflows icon fmriflows

fMRIFlows is a consortium of many (dependent) fMRI analysis pipelines, including anatomical and functional pre-processing, univariate 1st and 2nd-level analysis, as well as multivariate pattern analysis.

groundhogcode icon groundhogcode

a repository for small (neuroinformatic related) code snippets that might safe you time and ease up your coding life

lab-qa2go icon lab-qa2go

LAB–QA2GO - A free, easy-to-use toolbox for the quality assessment of magnetic resonance imaging data

meegnobis icon meegnobis

Temporal Representational Similarity Analysis in Python

micapipe icon micapipe

micapipe from the Multimodal imaging and connectome analysis lab (http://mica-mni.github.io) at the Montreal Neurological Institute. Readthedoc documentation below

mindboggle icon mindboggle

Automated anatomical brain label/shape analysis software (+ website)

ml-dl_workshop_synage icon ml-dl_workshop_synage

The repository for the ML/DL workshop during the SynAGE 2021 summer school in Magdeburg, including all materials and feedback.

mridefacer icon mridefacer

Helper to aid de-identification of MRI images (3D or 4D)

msc05_template_repository icon msc05_template_repository

A template repository for projects conducted as part of the MSc05 module of the Psychology Master program of the Goethe-University Frankfurt, specifically the cognition major/concentration and neurocognitive psychology lab.

music_stress icon music_stress

repository for the project "Hooked on a feeling - correlates of music listening induced effects on stress processing"

musicgenre_similarities icon musicgenre_similarities

Repository for the project "Nothing compares to you - music genre perception similarities across modalities in humans and machines" including behavioral, machine learning, fMRI and EEG-data.

neurodocker icon neurodocker

Generate custom Docker and Singularity images, and minimize existing containers

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