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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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Dataset Distillation using Random Feature Approximation

Technology / Case number: #24329
Daniela Rus / Alexander Amini / Ramin Hasani / Noel Loo
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
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 / 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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Provably Secure Large Language Models

Technology / Case number: #25397
Andrei Barbu / Abdulrahman Alabdulkareem / Christian Arnold / Juan Ignacio Cases / Boris Katz
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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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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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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Genotype-Directed Local Delivery of Targeted Therapeutics at the Tumor Margin

Technology / Case number: #19863J
Carlo Giovanni Traverso / Ameya Kirtane / Daniel Cahill / Ganesh Shankar / Robert Langer
Technology Areas: Biotechnology / Chemicals & Materials / Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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Formulated, Biodegradable Polymeric Nanoparticles for Nucleic Acid Delivery to Non-Liver Targets

Technology / Case number: #19802
Kevin Kauffman / James Kaczmarek / Asha Patel / Luke Rhym / Daniel Anderson
Technology Areas: Biotechnology / Chemicals & Materials / Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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High-Throughput Screens for Exploring Biological Functions of Microscale Biological Systems

Technology / Case number: #19737JR
Paul Blainey / Navpreet Ranu
Technology Areas: Biotechnology / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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Single-Cell RNA Sequencing Using Click-Chemistry

Technology / Case number: #20396
Dig Mahat / Phillip Sharp
Technology Areas: Biotechnology / Chemicals & Materials / Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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Diagnosis of Malignancy Using Developmental Relationships and Machine Learning

Technology / Case number: #23356
Salil Garg / Enrico Moiso
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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A Bioinspired Design of Self-Adjuvanted C3d-Fusion SARS-CoV-2 mRNA Vaccines

Technology / Case number: #23326
Robert Langer / Bowen Li / Allen Jiang / Daniel Anderson
Technology Areas: Chemicals & Materials / Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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Ingestible Chemical Energy Harvesting System with Extended Lifetime

Technology / Case number: #23174
Carlo Giovanni Traverso / Jason Li / So-Yoon Yang
Technology Areas: Biotechnology / Drug Discovery and Research Tools / Energy & Distribution / Therapeutics
Impact Areas: Healthy Living, Advanced Materials
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Engineering a Swine Macro-Organ Colorectal Cancer Platform to Combat Transport-Induced Chemotherapy Resistance

Technology / Case number: #22864JQ
Carlo Giovanni Traverso / Yunhua Shi / Vance Soares / Daniel Reker / Robert Langer
Technology Areas: Biomaterials & Bioelectronics / Biotechnology / Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living, Advanced Materials
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Direct-Drive (Batteryless) Electrodialysis Separation using Flow-Commanded Current Control

Technology / Case number: #24538
Amos Winter / Shane Pratt / Jonathan Bessette
Technology Areas: Environmental Engineering
Impact Areas: Sustainable Future
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Methods for Producing High-Level Squalene in Yarrowia Lipolytica

Technology / Case number: #24579
Yongshuo Ma / Gregory Stephanopoulos
Technology Areas: Biotechnology / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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Cellular Backpacks for Drug Delivery Across the Blood-Brain Barrier

Technology / Case number: #18547J
Roberta Polak / Elena Batrakova / Matthew Haney / Yuling Zhao / Natalya Klyachko / Michael Rubner / Robert Cohen
Technology Areas: Biotechnology / Chemicals & Materials / Drug Delivery / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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