I’m Marius Schneider, a postdoctoral researcher in the Bionic Vision Lab at the University of California, Santa Barbara. My research focuses on how the brain extracts and integrates relevant sensory information from complex, dynamic environments to support navigation and behavior.

I completed my PhD in Systems and Computational Neuroscience at the Ernst Strüngmann Institute (ESI) for Neuroscience in Frankfurt, affiliated with the International Max Planck Research School (IMPRS) for Neural Circuits. I defended my thesis with highest honors at Radboud University Nijmegen in May 2024. During my PhD, I developed a theoretical model of inter-areal coherence that provided an alternative explanation for widely observed patterns in functional connectivity, contributing to ongoing debates on the role of oscillations in neural communication.

Broadly, I’m interested in how different neural populations contribute to flexible sensory processing. I approach these questions through a combination of large-scale electrophysiological data analysis, machine learning, and biophysically realistic modeling — with the goal of building models that connect neural activity to behavior in both biological and artificial systems.

Publications

(* equal contribution)

	Distinct feedforward and feedback pathways for cell-type specific attention effects Georgios Spyropoulos*, Marius Schneider* , Jochem van Kempen, Marc Alwin Gieselmann, Alexander Thiele, Martin Vinck Neuron, Volume 112, Issue 14, July 2024 Paper | Preprint | Tweetprint
	A mechanism for inter-areal coherence through communication based on connectivity and oscillatory power Marius Schneider, Ana Clara Broggini, Benjamin Dann, Athanasia Tzanou, Cem Uran, Swathi Sheshadri, Hansjörg Scherberger, Martin Vinck Neuron, Volume 109, Issue 24, December 2021 Paper | Code | Talk | Preprint | Tweetprint
	Cell-type-specific propagation of visual flicker Marius Schneider , Athanasia Tzanou, Cem Uran, Martin Vinck Cell Reports, Volume 42, Issue 5, May 2023 Paper | Code | Preprint | Tweetprint
	Biological complexity facilitates tuning of the neuronal parameter space Marius Schneider, Alex D Bird, Albert Gidon, Jochen Triesch, Peter Jedlicka, Hermann Cuntz PLoS Computational Biology, Volume 19, July 2023 Paper | Code | Preprint | Tweetprint
	A general principle of dendritic constancy: A neuron’s size-and shape-invariant excitability Hermann Cuntz, Alex D Bird, Martin Mittag, Marcel Beining, Marius Schneider, Laura Mediavilla, Felix Z Hoffmann, Thomas Deller, Peter Jedlicka Neuron, Volume 109, Issue 22, November 2021 Paper | Code | Tweetprint
	Principles of large-scale neural interactions Martin Vinck, Cem Uran, Georgios Spyropoulos, Irene Onorato, Ana Clara Broggini, Marius Schneider, Andres Canales-Johnson Neuron, Volume 111, Issue 7, April 2023 Paper
	Attentional modulation of inter-areal coherence explained by frequency shifts Jarrod Robert Dowdall, Marius Schneider, Martin Vinck Neuroimage, June 2023 Paper
	Aperiodic processes explaining rhythms in behavior: A matter of false detection or definition? Martin Vinck, Cem Uran, Marius Schneider Nature Human Behavior, pending minor revision. Paper | Code | Tweetprint
	Distinct roles of PV and Sst interneurons in visually-induced gamma oscillations Irene Onorato, Athanasia Tzanou, Marius Schneider, Cem Uran, Ana Clara Broggini, Martin Vinck Cell reports, in press Paper | Tweetprint

Teaching

Neuromatch Academy: Computational Neuroscience 2022
Teaching Assistant, theoretical modeling and data-driven analyses
7th Baltic-Nordic School on Neuroinformatics BNN, FIAS Frankfurt am Main, 2019
Teaching Assistant, Modeling Healthy and Diseased Brain: From Dendrites to Neurons and Networks
Undergraduate Mentor, Goethe University, Frankfurt am Main, 2019
Supervision of Bachelor's thesis
Computational Neurobiology, Undergraduate course, Goethe University, Biological Sciences, 2018
Teaching Assistant with Hermann Cuntz, Specialisation 2 ”fly motion vision”.

Talks

Bernstein Center for Computational Neuroscience, Berlin, Germany, 2022
Do neurons communicate through coherence?
Neuromatch Conference, Zoom, 2021
A mechanism for inter-areal coherence through communication based on connectivity and oscillatory power
Watch here

Mini Projects

IBRO-Simons Computational Neuroscience Imbizo Summer School, Cape Town, South Africa,2022
A small project on reinforcement learning, Code


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