Dynamical Inference Lab
Click to visit website
About
The Dynamical Inference Lab, led by Dr. Steffen Schneider at Helmholtz Munich, builds robust and interpretable machine learning tools to decompile biological computations. Their work focuses on developing ML algorithms for representation learning and inference of nonlinear system dynamics, applied to complex biological systems in neuroscience, cell biology, and other life sciences. The lab is part of the Institute of Computational Biology at the Computational Health Center and is associated with the Munich Center of Machine Learning and the Graduate School of Systemic Neurosciences. Their research spans computational statistics, various forms of representation learning, and ensuring identifiability and robustness of ML algorithms. They are actively hiring for PhD, postdoc, and research engineering positions, and welcome students for research visits and internships.
Platform
Task
Features
• inference of nonlinear system dynamics
• applications in systems neuroscience and biology
• identifiability and robustness of machine learning algorithms
• hierarchical and compositional representation learning
• computational statistics for dynamical systems
• representation learning (contrastive learning, generative pre-training)
• interpretable machine learning tool development
• robust machine learning tool development
Job Opportunities
There are currently no job postings for this AI tool.
Ratings & Reviews
No ratings available yet. Be the first to rate this tool!
Featured Tools
adly.news
adly.news is a free platform that simplifies newsletter advertising, connecting businesses with engaged audiences through ad slots, offering bidding, negotiation, and messaging.
View Details
Image To Image
Image To Image is a cutting-edge AI photo generator transforming images with high quality and precise prompt control, offering instant creative evolution.
View Details
AI Make Song
AI Make Song is your ultimate AI song generator and music maker, designed to help anyone create professional-quality AI music free in minutes.
View Details
CrePal
CrePal is the world's first AI Video Creation Agent, transforming ideas into stunning videos with cutting-edge AI models for planning, imaging, and video generation.
View Details
Yolly AI
Yolly AI is an all-in-one AI video & photo generator that lets you turn a single text prompt into cinema-grade 4K videos or high-resolution images.
View Details
Seedance 1.5
Seedance 1.5 is a next-generation AI video creation tool transforming ideas into stunning 1080p videos with multi-shot narratives, physics-accurate motion, and cinematic quality.
View Details
Unblur Image Online Free
Unblur Image Online Free instantly restores sharpness to blurry photos using AI. Upload JPG, PNG, or WEBP files for clear images in seconds, completely free and no sign-up needed.
View Details
Miss Pepper AI
Miss Pepper AI is an AI-powered platform for smarter marketing, offering SEO, marketing automation, and identity resolution to drive measurable results and uncover customer insights.
View Details