DeepMath Conference on the Mathematical Theory of Deep Neural Networks Recent advances in deep neural networks (DNNs), combined with open, easily-accessible implementations, have made DNNs a powerful, versatile method used widely in both machine learning and neuroscience. These advances in practical results, however, have far outpaced a formal understanding of these networks and their training. The dearth of rigorous analysis for these techniques limits their usefulness in addressing scientific questions and, more broadly, hinders systematic design of the next generation of networks. Recently, long-past-due theoretical results have begun to emerge from researchers in a number of fields. The purpose of this conference is to give visibility to these results, and those that will follow in their wake, to shed light on the properties of large, adaptive, distributed learning architectures, and to revolutionize our understanding of these systems.​​​

The AI Innovation Institute cordially invites you to the Summer Symposium this Friday, July 31st, from 10:00 AM to 12:00 PM in the Stony Brook Union Ballroom.



Poster Presentations: 10:00 - 11:30 am - Union Ballroom
Closing remarks: (11:25) Dr. Carl Lejuez, Executive Vice President & Provost
Group Photos (11:30-12)

Featuring undergraduate researchers/participants of the following:
  • AI Innovation & Diffusion Research Experience for Undergraduates (REU)
  • Explorations in STEM
  • Frances Velay Fellowship Program
  • Oncology Research and Clinical Learning Experience (ORACLE)
  • SUNY EOP
  • SUNY SOAR
  • URECA REACT/Research Entry Accelerator for College Transfers
  • URECA Summer

Join us in celebrating the hard work and accomplishments of our students.

We will demonstrate how to make a personalized AI partner that can do certain tasks for you. This step by step process can be used to develop your own companion.

Understand what is a Gemini Gems and how it can be personalized for your custom needs. We will show you how to capture the tasks that you would like to complete and give you higher quality responses that will ensure your communication and tasks are completed with ease.

Register here.

An interactive session to discover how to create ALT text tags from images and create high-impact visuals, from identification to communicating ideas with images.

Discover how to use AI to create ALT text from images as well as identify objects in your environment, and build relatable visuals for high-impact presentations. Images communicate ideas as a way to understand concepts. AI-generated images have helped allow anyone to create these.

In this session, you will

  1. Creating image ALT Tags
  2. Transform ideas into images that are visually appealing
  3. Identify objects from visuals

Register here.
Learn how these two AI tools will help you this year. AI has been all over, but figuring out the tools that we may use is critical. Background remover of images and a replacement for Google Search may disrupt the industry this year. Learn and refresh your knowledge about these tools.