About Martin Krause

From Neurons to Networks

I’ve spent years exploring neuroscience, particularly how memory and learning are shaped by neural mechanisms. In my undergraduate seminar, I presented a deep dive into memory formation and learning processes in the brain.

Neurocognitive Exploration

My academic journey has taken me through diverse fields, from neurobiology to computational neuroscience, where I explored how biological processes shape cognition and behavior.

Philosophy of Mind Meets Machine Learning

My studies in philosophy and cognition have profoundly shaped my approach to intelligence, inspiring projects like Autoorg.io—a platform simulating emergent organizational behaviors using multi-agent systems.

Current Focus

• Building Autoorg.io to design and simulate agent-based systems
• Exploring machine learning, Petri nets, and process discovery as a HiWi at L3S
• Advancing my understanding of computational modeling of cognition
• Maintaining krausality.com as my personal laboratory of ideas
• Pursuing mastery in computational neuroscience and bridging philosophy of mind with machine learning

Philosophy of Krausality

Krausality isn’t a brand - it’s my attempt to map causal inference across multiple layers of reality. From biological plasticity to algorithmic intelligence, I strive to understand how meaning, prediction, and adaptation emerge from complexity.

Thanks for visiting - I’m always open to collaboration, curiosity, or conversation. Dont hesitate to get in touch!

Martin Krause
Email: martin@krausality.com