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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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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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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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Quantum Computing using an Atomic-Emitter Array and a Volumetric Mode Sorter (QAMS)

Technology / Case number: #24633J
Dirk Englund / Saikat Guha / Ashlesha Patil / Michael Grace
Technology Areas: Computer Science / Electronics & Photonics
Impact Areas: Uncharted Frontiers, Connected World
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Analog AI-Assisted Information Compressor Processor

Technology / Case number: #25685
Ronald Davis
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Uncharted Frontiers, Connected World
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A Neural Network based Dynamical System Modeling Method to Ensure the Contrastively Learned Conservation Laws

Technology / Case number: #24692J
Alexandre Megretski / Luca Daniel / Subhro Das / Wang Zhang / Lam Minh Nguyen
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Uncharted Frontiers, Connected World
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Methods for Detecting Objects-of-Interest in Underwater Environments

Technology / Case number: #19215L
Michael Chan / Daniel Scarafoni / Alexander Bockman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Sensing & Imaging
Impact Areas: Uncharted Frontiers, Connected World
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System and Method for Post-Hoc Uncertainty Quantification

Technology / Case number: #24904J
Prasanna Sattigeri / Subhro Das / Soumya Ghosh / Yuheng Bu / Maohao Shen / Gregory Wornell
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Uncharted Frontiers, Connected World
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System and Method for All At Once Deep Network Quantization

Technology / Case number: #23671J
Aude Oliva / Rogerio Feris / Rameswar Panda / Kate Saenko / Naigang Wang / Ximeng Sun / Richard Chen
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Uncharted Frontiers, Connected World
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Learning-Guided Electron Microscopy

Technology / Case number: #21380J
Yaron Meirovitch / Aravinathan Samuel / Lu Mi / Jeff Lichtman / Nir Shavit
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living, Uncharted Frontiers
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Deep Compositional Robotic Planners that Follow Natural Language Commands

Technology / Case number: #21815
Andrei Barbu / Yen-Ling Kuo / Boris Katz
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
License

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

Technology / Case number: #24089
Dirk 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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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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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
License

Machine Learning for the Design of Cancer Vaccine Adjuvants

Technology / Case number: #21680J
Carlo Giovanni Traverso / Ameya Kirtane / Daniel Reker / Robert Langer / Lewis Scott Jones / Hyunjoon Kim / Netra Rajesh
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Chemicals & Materials / Drug Delivery / Therapeutics
Impact Areas: Healthy Living, Uncharted Frontiers
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Decoding via Guessing Noise

Technology / Case number: #20169J
Jiange Li / Kenneth Duffy / Muriel Medard
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Uncharted Frontiers
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Attention Buffer

Technology / Case number: #18153QJ
Bryan Reimer / Joseph Coughlin / Bruce Mehler / Joonbum Lee / Linda Angell / Bobbie Seppelt
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers
License

Clockwise Learning Task

Technology / Case number: #25128M
Georgios Papageorgiou / Ann Graybiel
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Drug Discovery and Research Tools
Impact Areas: Healthy Living, Uncharted Frontiers
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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