Search for tag: "neural network"

Solving Sudoku Puzzles with Recurrent Neural Networks, Richard Zhu, UG '23 (3967706)

Recent advancements in machine learning have allowed for near-human or even superhuman performance in applications spanning chess-playing, protein folding, and natural language generation. Sudoku, a…

From  Research Princeton Research Day 1 likes 59 plays

How Nature’s Tiniest Soda Could Help Feed the World: The Story of the Algal Pyrenoid, Eric Franklin, G4 (3965535)

Plants are responsible for almost everything around us. Not just as crops for us or livestock to eat, but also for the wood that makes up our houses and furniture, the cotton that we wear as clothes,…

From  Research Princeton Research Day 6 likes 119 plays

Using a Theory of Human Cognition to Improve Computer Agents, Albert Lin, UG '23 (3965329)

Current reinforcement learning (RL) models still have difficulty generalizing to novel, but related, tasks. They are also often composed of deep neural networks which carry out computations that do…

From  Research Princeton Research Day 3 likes 37 plays

A Tale of Modern Computers and the Ancient Seafloor, Indu Panigrahi, UG '23 (3926464)

When teaching a student, you sometimes have to come up with more than one way of explaining the same concept. The same ideas apply when teaching a machine how to interpret images. We have images from…

From  Research Princeton Research Day 3 likes 85 plays

StressDeep: Stress Detection Using Wearable Medical Sensors and Efficient Neural Networks, Anu Vellore, UG '22 (2250003)

Chronic stress poses serious harm to both physical and mental health. It is a risk factor for hypertension and coronary artery disease, as well as other health problems including gastroesophageal…

From  Research Princeton Research Day 4 likes 97 plays