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All-Photonic Artificial Neural Network Processor Via Non-linear Optics

Technology / Case number: #23925
Dirk R Englund / Jasvith Basani / Stefan Krastanov / Mikkel Heuck
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science / Electronics & Photonics
Impact Areas: Healthy Living, Connected World, Advanced Materials
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Controllable Transformation Networks and Power Amplifiers for Efficient High-Bandwidth Radio Frequency Power Conversion

Technology / Case number: #23940
David J Perreault / Khandoker N Rafa Islam
Technology Areas: Computer Science / Energy & Distribution / Sensing & Imaging
Impact Areas: Sustainable Future, Connected World
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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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Model-Code Separation Architecture for Image Compression using Sum-Product Networks

Technology / Case number: #24069
Gregory Wornell / Tejas Jayashankar
Technology Areas: Communication Systems / Computer Science
Impact Areas: Connected World
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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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Dataset Distillation using Random Feature Approximation

Technology / Case number: #24329
Daniela Rus / Noel Loo / Ramin Hasani / Alexander Amini
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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Multiple-Output Tunable Impedance Matching Networks

Technology / Case number: #24564
David J Perreault
Technology Areas: Computer Science / Sensing & Imaging
Impact Areas: 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 / Makram Chahine / Mathias Lechner / Ramin Hasani / Alexander Amini
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living, Advanced Materials
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Six Degrees of Freedom Position Sensor

Technology / Case number: #24672
David L Trumper / Krishan Kant
Technology Areas: Communication Systems / Computer Science
Impact Areas: Connected World
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Visual Dexterity: In-hand Dexterous Manipulation from Depth

Technology / Case number: #24851
Edward Adelson / Megha Tippur / Pulkit Agrawal / Tao Chen
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers
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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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THz Cryo-CMOS Backscatter Transceiver: A Contactless 4 Kelvin-300 Kelvin Data Interface

Technology / Case number: #24925
Ruonan Han / Jinchen Wang
Technology Areas: Computer Science / Electronics & Photonics
Impact Areas: Uncharted Frontiers, Advanced Materials
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Parallel and Low-Crosstalk Quantum Gate Design based on Phase-Modulated Driving

Technology / Case number: #24988
Vladan Vuletic / Guoqing Wang / Changhao Li / Wenchao Xu / Paola Cappellaro
Technology Areas: Computer Science
Impact Areas: Advanced Materials
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Net Moment Magnetometry for Planar Data using Multipoles

Technology / Case number: #25008
Benjamin P Weiss / Eduardo Andrade Lima
Technology Areas: Chemicals & Materials / Computer Science
Impact Areas: Connected World, Advanced Materials
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Method for Efficient, High-Speed Two-Photon Logic Gates at Room Temperature for General-Purpose Quantum Information Processing

Technology / Case number: #21399J
Dirk R Englund / Kurt Jacobs / Mikkel Heuck
Technology Areas: Computer Science / Electronics & Photonics
Impact Areas: Advanced Materials
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Freely Scalable Quantum Computing using a 2D Atomic Emitter Array with Massively Parallel Optical Interconnects

Technology / Case number: #21670
Dirk R Englund / Hyeongrak Choi
Technology Areas: Computer Science / Electronics & Photonics / Sensing & Imaging
Impact Areas: Uncharted Frontiers, Advanced Materials
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Deep Compositional Robotic Planners that Follow Natural Language Commands

Technology / Case number: #21815
Boris Katz / Yen-Ling Kuo / Andrei Barbu
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
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Cancellation of Unwanted Interactions in a Superconducting Quantum Architecture

Technology / Case number: #21852J
William Oliver / Agustin Di Paolo / Alexandre Blais / Catherine Leroux / Roni Winik / Simon Gustavsson
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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Simulated Stabilizer Measurement Error Mitigation Protocol for Quantum Computing

Technology / Case number: #22077L
William Oliver / Iman Marvian Mashhad / Gabriel Samach / Mollie Schwartz / Morten Kjaergaard / Amy Greene / Michael O'Keeffe / Danna Rosenberg / Seth Lloyd
Technology Areas: Computer Science
Impact Areas: Advanced Materials
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Noise Recycling

Technology / Case number: #22102J
Muriel Medard / Alejandro Cohen / Amit Solomon / Kenneth Duffy
Technology Areas: Communication Systems / Computer Science / Environmental Engineering
Impact Areas: Sustainable Future, 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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