Search for tag: "neural network"

5 Media

Solving Sudoku Puzzles with Recurrent Neural… duration 3 minutes 2 seconds Solving Sudoku Puzzles with Recurrent Neural… Solving Sudoku Puzzles with Recurrent Neural Networks, Richard Zhu, UG '23 (3967706)	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… recurrent neural network puzzle methods network 3d values sudoku cells term model lstm respect problem column networks question relation recursion future months accuracy From Research Princeton Research Day 1 likes 173 plays Date April 27th, 2022 Speaker Richard Zhu Department Mechanical and Aerospace Engineering
How Nature’s Tiniest Soda Could Help Feed… duration 3 minutes 5 seconds How Nature’s Tiniest Soda Could Help Feed… How Nature’s Tiniest Soda Could Help Feed the World: The Story of the Algal Pyrenoid, Eric Franklin, G4 (3965535)	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,… reinforcement learning generalization interpretability neural network tubules co2 algae 3d plants proteins soda sugar membranes crop nature reconstructions difference rest middle matrix fertilizer water yields food From Research Princeton Research Day 6 likes 290 plays Date April 27th, 2022 Speaker Eric Franklin Department Molecular Biology
Using a Theory of Human Cognition to Improve… duration 3 minutes 0 seconds Using a Theory of Human Cognition to Improve… Using a Theory of Human Cognition to Improve Computer Agents, Albert Lin, UG '23 (3965329)	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… reinforcement learning generalization interpretability neural network model computer humans game baseline theory control attention levels models visualizations experiments network approach training decisions cognition initializations fruits From Research Princeton Research Day 3 likes 66 plays Date April 27th, 2022 Speaker Albert Lin Department Computer Science
A Tale of Modern Computers and the Ancient… duration 2 minutes 55 seconds A Tale of Modern Computers and the Ancient… A Tale of Modern Computers and the Ancient Seafloor, Indu Panigrahi, UG '23 (3926464)	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… archaeocyathids archaeos convolutional neural network 3d image model images reefs ways locations scale dataset cnn rtos rq reef pixels method methods notes tune objects arc From Research Princeton Research Day 3 likes 168 plays Date April 27th, 2022 Speaker Indu Panigrahi Department Computer Science
StressDeep: Stress Detection Using Wearable… duration 3 minutes 32 seconds StressDeep: Stress Detection Using Wearable… StressDeep: Stress Detection Using Wearable Medical Sensors and Efficient Neural Networks, Anu Vellore, UG '22 (2250003)	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… deep neural network wearable medical sensors synthetic data generation gaussian mixture model kernel density estimation electrocardiogram galvanic skin response respiration rate blood pressure blood oximeter prd21 stress dataset sensors accuracy wmss generation signals performance network instances pre tool training model framework machine blood advancements department From Research Princeton Research Day 4 likes 131 plays Speaker Anu Vellore, UG '22 Department Operations Research and Financial Engineering