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PeerHerholz/README.md

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.

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  1. musicgenre_similarities musicgenre_similarities Public

    Forked from C0C0AN/musicgenre_similarities

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

    Python 2 1

  2. nilearn/nilearn nilearn/nilearn Public

    Machine learning for NeuroImaging in Python

    Python 1.2k 600

  3. repronim_ML repronim_ML Public

    A small repo to host some materials for a short presentation re reproducibility ~ shallow/deep learning during the ReproNim lecture series.

    Jupyter Notebook 1

  4. THINGS_concepts_wordnet_embeddings THINGS_concepts_wordnet_embeddings Public

    An endeavour of (semantic) embeddings in the THINGS database in combination with wordnet.

  5. responsible_AI_resources responsible_AI_resources Public

    A small repository to host an interactive dashboard focused on "Responsible AI" literature.

    Python 1

  6. cannap cannap Public

    A collection of ANNs focusing auditory processing, ready to go for multimodal investigations.

    Python