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Invention Disclosure: Kinetic Sensing, Signal Generation, Feature Extraction, and Pattern Recognition for Control of Autonomous Wearable Leg Devices

Technology / Case number: #18945TE
Luke Mooney / Matthew Carney / Roman Stolyarov / Cameron Taylor / Hugh Herr
Technology Areas: Biotechnology / Industrial Engineering & Automation
Impact Areas: Healthy Living
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Biomarkers Derived from Neurophysiological Computational Modeling

Technology / Case number: #18088L
Satrajit Ghosh / Jeffrey Palmer / Christopher Smalt / Brian Helfer / Daryush Mehta / James Williamson / Gregory Ciccarelli / Joseph Perricone / Thomas Quatieri
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biomaterials & Bioelectronics / Biotechnology
Impact Areas: Healthy Living
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Method and Apparatus to Learn Generative Optimization Models

Technology / Case number: #25155J
Faez Ahmed / Akash Srivastava
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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High Torque-Density Mechanical Couplings with Variable Slip Control

Technology / Case number: #25196
Charles Wheeler
Technology Areas: Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Moiré Synaptic Transistors for Neuromorphic Computing

Technology / Case number: #25495J
Pablo Jarillo-Herrero / Qiong Ma / Zhiren Zheng / Xiaodong Yan / Mark Hersam / Vinod Sangwan
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Chemicals & Materials / Computer Science / Electronics & Photonics
Impact Areas: Uncharted Frontiers, Connected World
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Learning to Grow Pretrained Models for Efficient Transformer Training

Technology / Case number: #25218J
Rogerio Feris / Rameswar Panda / David Cox / Yoon Kim / Peihao Wang / Leonid Karlinsky
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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DeLiRa: Self-Supervised Depth, Light, and Radiance Fields

Technology / Case number: #24978J
Vincent Sitzmann / Sergey Zakharov / Vitor Guizilini / Adrien Gaidon / Rares Ambrus / Jiading Fang / Igor Vasilijevic
Technology Areas: Computer Science / Industrial Engineering & Automation / Sensing & Imaging
Impact Areas: Uncharted Frontiers, Connected World
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Online System with Bandit Feedback and Auto-Regressive Temporal Structure

Technology / Case number: #24895J
Negin Golrezaei / Qinyi Chen / Djallel Bouneffouf
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Uncharted Frontiers, Connected World
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Utilizing Large Language Models to Create Multi-Lingual, Low-Resource Code Translation Dataset

Technology / Case number: #24668J
Jie Chen / Yoon Kim / Bailin Wang / Alex Shypula / Zilu Tang / Mayank Agarwal
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Uncharted Frontiers, Connected World
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Diffusion Policy

Technology / Case number: #25588
Yilun Du / Zhenjia Xu / Cheng Chi / Siyuan Feng / Eric Cousineau / Benjamin Burchfiel / Shuran Song
Technology Areas: Industrial Engineering & Automation
Impact Areas: Connected World
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End to End Deep Neural Network for Auditory Attention Decoding

Technology / Case number: #21085LJ
Christopher Smalt / Gregory Ciccarelli / Joseph Perricone / Thomas Quatieri / Michael Brandstein / Paul Calamia / Stephanie Haro / Michael Nolan / Nima Mesgarani / James O'Sullivan
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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New Shear Thickening ('dilatancy') Dispersion Based on Nano-Silica Beads for Oilfield Applications

Technology / Case number: #19062J
Jason Cox / Alfredo Alexander-Katz / Abeer Mohammed Alolayan
Technology Areas: Chemicals & Materials / Energy & Distribution / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Transdermal Optogenetic Peripheral Nerve Stimulation

Technology / Case number: #18928TE
Anthony Zorzos / Benjamin Maimon / Hugh Herr
Technology Areas: Biotechnology
Impact Areas: Healthy Living, Uncharted Frontiers
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High Fidelity Noise Exposure Recorder

Technology / Case number: #18436L
Joseph Lacirignola / David Aubin / Shakti Davis / Edward Chen / Paula Collins / Christopher Smalt / David Maurer / Ninoshka Singh / Christine Weston / Erik Metzger / Kerry Johnson / M. Kate Byrd / Thomas Quatieri / Ohla Townsend / Paul Calamia / Trina Vian
Technology Areas: Biotechnology / Industrial Engineering & Automation / Sensing & Imaging
Impact Areas: Healthy Living
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Methods for Dynamic Planning and Operation of Autonomous Systems Using Image Observation and Information Theory

Technology / Case number: #18518L
Michael Chan / Ronald Duarte
Technology Areas: Industrial Engineering & Automation / Sensing & Imaging
Impact Areas: Uncharted Frontiers, Connected World
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Integrated Lens Enabled LIDAR System

Technology / Case number: #18630L
Jeffrey Herd / Scott Skirlo / Dirk Englund / Cheryl Sorace-Agaskar / Paul Juodawlkis / Yi Yang / Mihika Prabhu / Simon Verghese / Marin Soljacic
Technology Areas: Communication Systems / Electronics & Photonics / Industrial Engineering & Automation / Sensing & Imaging
Impact Areas: Uncharted Frontiers, Advanced Materials
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Growing Soft Robot Tip Clutching Winch Mechanism

Technology / Case number: #25184J
Kentaro Barhydt / Godson Osele / Haruhiko Asada
Technology Areas: Industrial Engineering & Automation
Impact Areas: Advanced Materials
License

Machine Learning for Dynamic Information Retrieval of Electronic Health Record Notes

Technology / Case number: #25085J
David Sontag / Monica Agrawal / Steven Horng / Sharon Jiang / Shannon Shen / Barbara Lam / Nicholas Kurtzman / David Karger
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Healthy Living
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High Strength, Highly Flexible Soft Growing Robotic Strap

Technology / Case number: #25049J
Kentaro Barhydt / Obumneme Godson Osele / Allison Okamura / Haruhiko Asada
Technology Areas: Industrial Engineering & Automation
Impact Areas: Healthy Living
License

Translating Text using Generated Visual Representations and Artificial Intelligence

Technology / Case number: #24927J
Rogerio Feris / Rameswar Panda / Richard Chen / David Cox / Yoon Kim / Yi Li
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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