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Methods for Learning Network Architectures of Deep Convolutional Neural Networks under Resource Constraints

Technology / Case number: #20095L
Luke Skelly / Jason Thornton / Michael Chan / Ronald Duarte / Daniel Scarafoni
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living
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Branched HKUST-1 Mixed-Matrix Membranes for Enhanced Gas Separation Performance and Plasticization Resistance

Technology / Case number: #20501J
Zachary Smith / Lucas Chi / Benjamin Sundell / Ke Zhang / Steven Hayden / Daniel Harrigan / Hyunhee Lee
Technology Areas: Chemicals & Materials / Electronics & Photonics
Impact Areas: Advanced Materials
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All Electrical Fully Connected Coupled Oscillator Ising Machine

Technology / Case number: #21920L
Jeffrey Chou / Suraj Bramhavar / Christopher Roberts / Siddhartha Ghosh / Christopher Roeser
Technology Areas: Electronics & Photonics
Impact Areas: Advanced Materials
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Oscillator-based Solid-State Spin Sensor

Technology / Case number: #22127L
Danielle Braje / Jennifer Schloss / Linh Pham / John Barry / Erik Eisenach / Michael O'Keeffe / Jonah Majumder / Jessica Kedziora / Peter Moulton / Matthew Steinecker
Technology Areas: Electronics & Photonics
Impact Areas: Advanced Materials
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Filter-Enhanced Directly-Modulated-Laser Receiver

Technology / Case number: #25771L
David Caplan
Technology Areas: Communication Systems / Computer Science / Electronics & Photonics
Impact Areas: 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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Computationally Engineering Integrase Variants with Improved Activity

Technology / Case number: #25676
Omar Abudayyeh / Jonathan Gootenberg / Kaiyi Jiang
Technology Areas: Biotechnology / Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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Microwave Single-Photon Detection using a Hybrid Spin-Optomechanical Quantum Interface

Technology / Case number: #25627
Dirk Englund / Ethan Arnault / Pratyush Anand
Technology Areas: Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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Reliable Gradient-free and Likelihood-free Prompt Tuning

Technology / Case number: #25064J
Prasanna Sattigeri / Subhro Das / Soumya Ghosh / Yuheng Bu / Maohao Shen / Gregory Wornell
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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Method of Short Pulse Wavelength Tuning via Timed Soliton-Dispersive Wave Interaction

Technology / Case number: #19347L
Jason Langseth / Darren Rand
Technology Areas: Communication Systems / Electronics & Photonics
Impact Areas: 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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A Chromatographic Enrichment Platform for the Discovery of Novel Non-Canonical Cell-Penetrating Peptides for Antisense Oligonucleotide Delivery

Technology / Case number: #25261
Bradley Pentelute / Carly Schissel / Charlotte Farquhar
Technology Areas: Biotechnology / Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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Loading Classical Data Into a Quantum Computer

Technology, Software / Case number: #20022L
Timothy Braje / John Cortese
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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Chemical Labeling and Identification via Chemical Featurization, Machine Learning, and Graph Analysis

Technology / Case number: #25563
Brett McGuire / Zachary Fried
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World
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All-to-All Connected Ising Machines with Free-Space Optical Interconnects

Technology / Case number: #21178L
William Herzog / Jeffrey Chou / Suraj Bramhavar / Siddhartha Ghosh
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Connected World
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Improvements to Fabrication of Single-Photon-Sensitive Silicon Avalanche Photodiodes

Technology / Case number: #21360L
Steven Rabe / Daniel Schuette / Kevin Ryu / Renee Lambert / Joseph Ciampi / David Volfson / Brian Aull / K. McIntosh / Christopher Leitz
Technology Areas: Chemicals & Materials / Electronics & Photonics
Impact Areas: Advanced Materials
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Single-frequency Fiber Amplifier with Distal Cladding Stripper

Technology / Case number: #21458L
Steven Augst / Kelsey Yee / Franklin Jose
Technology Areas: Electronics & Photonics
Impact Areas: Connected World
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Methods for Identifying and Modulating Co-occurant Cellular Phenotypes

Technology / Case number: #19998R
Alexander Shalek / Alex Genshaft / Carly Ziegler / Jeffrey Van Humbeck / Ryan King / No Inventor
Technology Areas: Biotechnology / Computer Science
Impact Areas: Healthy Living
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Improving Statistical Model-Based Speech Enhancement with Deep Neural Networks

Technology / Case number: #21028L
Bengt Borgstrom / Michael Brandstein / Robert Dunn
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Communication Systems / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World, Advanced Materials
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Amorphous Ge Waveguides for Spectroscopic Sensing and Data Communication Applications

Technology / Case number: #20978L
Michelle Clark / Eveline Postelnicu / Samarth Aggarwal / Lionel Kimerling / Jurgen Michel / Anuradha Agarwal / Kazumi Wada
Technology Areas: Chemicals & Materials / Electronics & Photonics
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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