Martin Schrimpf

Assistant Professor at EPFL (École polytechnique fédérale de Lausanne)

Lausanne, Vaud, Switzerland
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Summary

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Martin Schrimpf is a tenure-track Assistant Professor at EPFL leading NeuroAI research that bridges machine learning and primate neuroscience to model the mechanisms of visual intelligence. With a PhD from MIT and prior research-scientist work at MIT Quest, he built the widely used Brain-Score benchmarking platform and develops models that better match neuroanatomy, are more V1-like and robust, and require far fewer supervised updates. His background spans startups and industry R&D—from founding civic-tech and document-management ventures to deep-learning roles at Salesforce and engineering positions at Siemens and Oracle—giving him rare breadth across applied systems and fundamental science. He actively collaborates with experimentalists to predict causal effects of neural perturbations and now focuses on temporal processing and challenging downstream tasks for next-generation primate-aligned models.
code12 years of coding experience
job10 years of employment as a software developer
bookMaster's Degree (Elite Graduate Program) Software Engineering, Master's Degree (Elite Graduate Program) Software Engineering at Technische Universität München, Ludwig-Maximilians-Universität München, Universität Augsburg
bookBachelor of Science (BS) Wirtschaftsinformatik (Business Informatics / Information Systems), Bachelor of Science (BS) Wirtschaftsinformatik (Business Informatics / Information Systems) at Technical University of Munich
bookDoctor of Philosophy - PhD Brain and Cognitive Sciences & Machine Learning, Doctor of Philosophy - PhD Brain and Cognitive Sciences & Machine Learning at Massachusetts Institute of Technology
bookThe University of Sydney
bookTerm abroad Computer Science and Business (Study abroad), Term abroad Computer Science and Business (Study abroad) at Auckland University of Technology
languagesJapanese, French, English, German
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Github Skills (116)

computational-neuroscience10
python10
datasets10
deep-learning10
netcdf10
multilingual10
candidate10
architecture10
wordpress10
pandas10
electrophysiology10
human-language10
linear-models10
nlp10
object-recognition10

Programming languages (7)

TypeScriptCSSJavaScriptPHPHTMLJupyter NotebookPython

Github contributions (5)

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brain-score/vision

Mar 2018 - Jan 2023

A framework for evaluating models on their alignment to brain and behavioral measurements (50+ benchmarks)
Contributions:4 releases, 291 reviews, 447 commits in 4 years 11 months
braindeep-learningmeasurementsmachine-learningalignment
brain-score/brain-score.web

Dec 2019 - Feb 2025

Contributions:106 reviews, 162 PRs, 248 pushes in 5 years 3 months
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Martin Schrimpf - Assistant Professor at EPFL (École polytechnique fédérale de Lausanne)