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Radio-Frequency Photonic Architecture for Deep Neural Networks, Signal Processing, and Computing

Technology / Case number: #24089
Dirk R Englund / Ronald Davis
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics / Sensing & Imaging
Impact Areas: Uncharted Frontiers, Connected World
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Sparse Closed-form Liquid Neural Algorithms for Out-of-Distribution Generalization on Edge Robots

Technology / Case number: #24660
Daniela Rus / Alexander Amini / Ramin Hasani / Mathias Lechner / Makram Chahine
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living, Advanced Materials
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Longevity Planning Blocks for use in Retirement Planning

Technology / Case number: #24907
Joseph Coughlin / Sheng-Hung Lee
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living, Connected World
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A Novel Bio-Inspired Actuator Design

Technology / Case number: #24990
Daniela Rus / Chao Liu / Andrea Moncada / Hanna Matusik / Deniz Erus
Technology Areas: Biotechnology / Industrial Engineering & Automation
Impact Areas: Connected World
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Cancellation of Unwanted Interactions in a Superconducting Quantum Architecture

Technology / Case number: #21852J
William Oliver / Simon Gustavsson / Roni Winik / Catherine Leroux / Alexandre Blais / Agustin Di Paolo
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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Software and Methods for Controlling Neural Responses in Deep Brain Regions

Technology / Case number: #20652M
James DiCarlo / Pouya Bashivan / Kohitij Kar
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science
Impact Areas: Healthy Living, Uncharted Frontiers
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Teaching Robots Generalizable Trajectories by Demonstration Using Wearable Sensors

Technology / Case number: #23629
Daniela Rus / Joseph DelPreto
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
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A Fully Differential Piezoelectric Microphone and Amplifier System for Cochlear Implants and Other Hearing Devices

Technology / Case number: #23776JQ
Hideko Heidi Nakajima / Aaron Yeiser / Elizabeth Olson / Lukas Graf / Christopher McHugh / Ioannis Kymissis / Jeffrey Lang
Technology Areas: Biotechnology / Sensing & Imaging
Impact Areas: Healthy Living
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Visual Dexterity: In-hand Dexterous Manipulation from Depth

Technology / Case number: #24851
Tao Chen / Pulkit Agrawal / Edward Adelson / Megha Tippur
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers
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Ironless, Actively-Shielded, Variable Energy Magnet for Medical Gantries

Technology / Case number: #22069J
Philip Michael / Leslie Bromberg / Emma Pearson / Eric Forton / Alexey Radovinsky / Joseph V. Minervini
Technology Areas: Biotechnology / Chemicals & Materials
Impact Areas: Healthy Living
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DeepHybrid: Learned Hybrid Trajectory Prediction via Factored Inference and Adaptive Sampling

Technology / Case number: #23569J
Guy Rosman / Igor Gilitschenski / Stephen McGill / Ashkan M. Jasour / Xin Huang / John Joseph Leonard / Brian Charles Williams
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Learning an Explainable Trajectory Generator Using the Automaton Generative Network

Technology / Case number: #23571J
Daniela Rus / Guy Rosman / Sertac Karaman / Minoru Araki / Igor Gilitschenski / Cristian-Ioan Vasile / Xiao Li
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Zero-Crossing-Based Bio Engineered Sensor

Technology / Case number: #23713J
Timothy K Lu / Giovanni Traverso / Phillip Nadeau / Christoph Winfried Johannes Steiger / Rabia Yazicigil Kirby / Maria Eugenia Inda / Miguel Jimenez / Adam Wentworth / Jenna Ahn / Qijun Liu
Technology Areas: Biotechnology / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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Mobile Physical Telemedicine

Technology / Case number: #24924
Johannes Lachner / Federico Tessari / Neville Hogan
Technology Areas: Biotechnology / Communication Systems / Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living, Uncharted Frontiers, Connected World
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NetCast: Low-Power Edge Computing with Optical Neural Networks via WDM Weight Broadcasting

Technology / Case number: #22737J
Dirk R Englund / Ryan Hamerly
Technology Areas: Biotechnology / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living
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A Method to Extract Physical Behavior Directly from Simple Visual Empirical Observation Via a Deep Learning Model, for a Material Agnostic Approach to Predicting Compressive Beam Buckling

Technology / Case number: #24061
Markus J. Buehler / Andrew Lew
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation / Sensing & Imaging
Impact Areas: Connected World, Advanced Materials
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RF Electromagnetic Wave to Acoustic/Ultrasound Conversion with Measurement in the Human Body

Technology / Case number: #22055LJ
Robert Haupt / Anthony Samir / David Brigada / Rebecca Laher / Brian Boitnott / Alan Fenn
Technology Areas: Biotechnology / Sensing & Imaging
Impact Areas: Healthy Living
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Methods of Enhancing the Survival of Introduced Genes and Organisms

Technology / Case number: #22105TE
Kevin Esvelt / Sarah Vitak
Technology Areas: Biotechnology / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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Mechanoneural Interfaces for Prosthetic Control

Technology / Case number: #22366TE
Shriya Sruthi Srinivasan / Hyun Geun Song / Hugh M Herr
Technology Areas: Biotechnology
Impact Areas: Healthy Living
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Provably Secure Large Language Models

Technology / Case number: #25397J
Andrei Barbu / Abdulrahman Alabdulkareem / Christian Arnold / Juan Ignacio Cases Martin / Boris Katz
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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