Duluth Institute for Advanced Study
The Duluth Institute for Advanced Study operates as a nonprofit subsidiary under the umbrella of ANC Corp., driven by a resolute mission to foster and advance interdisciplinary exploration at the intersection of physics, biology, and the ever-evolving field of machine learning. Our concerted efforts encompass a triad of distinct yet synergistic domains, all thoughtfully designed to be fully inclusive and welcoming to a diverse audience, comprising students, researchers, and engineers alike.
- The first facet of our multifaceted endeavor revolves around pioneering research initiatives, where we tirelessly delve into the frontiers of knowledge, pushing boundaries, and unraveling the mysteries of these intersecting fields. This research serves as the bedrock upon which our collective intellectual growth thrives, providing insights that have the potential to reshape industries and the scientific landscape itself.
- The second pillar of our mission involves a robust educational component, dedicated to equipping individuals with the tools, knowledge, and skills needed to navigate these complex disciplines. Through workshops, seminars, courses, and mentorship programs, we empower learners of all backgrounds to embark on their own journeys of discovery, ensuring a continuous influx of fresh talent and ideas into the domains we cherish.
- The third facet, and equally vital, is our commitment to outreach. We are fervent in our desire to share the fruits of our labor with the broader community. Engaging with schools, communities, and organizations, we strive to demystify these subjects, spark curiosity, and inspire the next generation of scientists and innovators. Our doors are open, and our resources are available to all who seek to enrich their understanding of these fields, fostering a culture of collaboration, learning, and exploration.
In essence, the Duluth Institute for Advanced Study thrives on the synergy of research, education, and outreach, acting as a beacon of knowledge and a catalyst for transformative change in the realms of physics, biology, and machine learning, welcoming all who share in our passion for inquiry and discovery.
Announcements
Journal Club
The World as a Neural Network
Theory of Machine Learning
We are pleased to introduce the Machine Learning Journal Club, an inclusive and intellectually stimulating forum that extends a warm welcome to students, researchers, and engineers who share a passion for delving into the intricacies of machine learning theory. This initiative has been carefully curated to facilitate engaging discussions and explorations that transcend the boundaries of numerical results, focusing instead on the analytical underpinnings of this ever-evolving field.
We extend an open invitation to individuals who are intrigued by the theoretical facets of machine learning, whether you are a student eager to broaden your knowledge base, a researcher seeking to remain at the forefront of theoretical developments, or an engineer aiming to deepen your understanding of the field. Your presence and active participation will undoubtedly enrich our discussions and contribute to the collective learning experience.
Telegram group: https://t.me/ANCJournalClub
Theory of Machine Learning
The World as a Neural Network
Theory of Machine Learning
We are excited to present a series of YouTube lectures delivered by Dr. Vitaly Vanchurin on advanced topics in the Theory of Machine Learning:
- Neural septuple and unified framework
- Learning, activation, and boundary dynamics
- Statistical mechanics of learning
- Thermodynamics of learning
- Non-equilibrium learning dynamics
- Physics and bio-inspired algorithms
- Efficiency of learning and entropy production
- Self-organized criticality and scale invariance
- Autonomous particles and emergent fields
- Multilevel learning and phase transitions
Subscribe to our YouTube channel, Artificial Neural Computing, and stay tuned for the latest releases!
The World as a Neural Network
The World as a Neural Network
The World as a Neural Network
Are you curious about how the world operates like a neural network? Do you want to explore the implications of this idea? Our group meetings provide a platform for thought-provoking discussions of interdisciplinary topics such as the interconnectedness of systems and the emergence of complex behavior from simple rules. With a diverse group of individuals our meetings provide a unique opportunity to expand your knowledge, engage in stimulating discussions, and network with like-minded individuals.
YouTube videos of previous meetings: https://youtube.com/playlist?list=PLnu7tVik2MzKHBeqKy5nGWh5Hs5Wn2SX2
Facebook group: https://www.facebook.com/groups/2930104110608299
Telegram channel: https://t.me/theworldasaneuralnetwork and chat: https://t.me/theworldasaneuralnetworkchat
Members
Vitaly Vanchurin, Director
TBA, Director of Research
TBA, Director of Research
TBA, Director of Research
TBA, Director of Education
TBA, Director of Research
TBA, Director of Research