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Phonologically-Based Biomarkers

Technology / Case number: #15027L
Thomas Quatieri / Andrea Trevino / Nicolas Malyska
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biomaterials & Bioelectronics / Biotechnology
Impact Areas: Healthy Living
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End to End Deep Neural Network for Auditory Attention Decoding

Technology / Case number: #21085LJ
Thomas Quatieri / James O'Sullivan / Nima Mesgarani / Michael Nolan / Stephanie Haro / Paul Calamia / Michael Brandstein / Joseph Perricone / Gregory Ciccarelli / Christopher Smalt
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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Methods, Apparatuses, and Computer Program Products for Determining Speed of Movement of a Device and Device Pose Classification

Technology / Case number: #16266J
Seth Teller / Ami Patel / Jun-geun Park / Jonathan Ledlie / Dorothy Curtis
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World
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OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step

Technology / Case number: #25919
Marin Soljacic / Rumen Dangovski / Charlotte Loh / Donato Manuel Jimenez Beneto / Zhuo Chen / Owen Dugan
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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An Emotion-Driven Vocal Biomarker-Based PTSD Screening Tool

Technology / Case number: #25570L
Thomas Quatieri / Jonathan Taylor / Hayley Reynolds / Jim Williamson / Jing Wang / Jeffrey Palmer / Richard DeLaura
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Healthy Living
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Machine Learning for Dynamic Information Retrieval of Electronic Health Record Notes

Technology / Case number: #25085J
David Karger / Nicholas Kurtzman / Barbara Lam / Shannon Shen / Sharon Jiang / Steven Horng / Monica Agrawal / David Sontag
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Healthy Living
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Optimization of Quantum-Active Defects and Spins in Chemical Systems Using Machine Learning

Technology / Case number: #24884L
Danielle Braje / Eden Price / Dane de Quilettes / Justin Mallek / Swaroop Vattam / Linh Pham / Jennifer Schloss
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World
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Quantitative Attack Space Analysis and Reasoning (QUASAR) Tool

Technology, Software / Case number: #19773L
Rick Skowyra / Steven Gomez
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World
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Superconducting Parametric Amplifier Neural Network

Technology / Case number: #21125L
Alexander Wynn
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science
Impact Areas: Healthy Living, Advanced Materials
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Physical-Layer Quantum Error Suppression for Superconducting Qubits in Gate Model Quantum Computation Applications

Technology / Case number: #20255L
Jamie Kerman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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Josephson Phase-Slip Qubits with Vector Spin Interactions for Quantum Information Processing

Technology / Case number: #20257L
Jamie Kerman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Multispin Couplers for Quantum Information Processing

Technology / Case number: #20256L
Jamie Kerman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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Clean Noisy Image Decomposition For Self Supervised GAN Speckle Reduction For Synthetic Aperture Radar

Technology / Case number: #22903L
Prafull Sharma / Michael Newey
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World, Advanced Materials
License

Elastic Strain Engineering for the Design of Electronic Materials

Technology / Case number: #20804VJ
Subra Suresh / Alexander Shapeev / Evgenii Tsymbalov / Zhe Shi / Ju Li / Ming Dao
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Automated Surface Area Assessment for Dermatologic Lesions

Technology / Case number: #19792J
Anantha Chandrakasan / Victor Huang / Jiarui Huang / Priyanka Raina
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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Methods for Learning Network Architectures of Deep Convolutional Neural Networks under Resource Constraints

Technology / Case number: #20095L
Luke Skelly / Daniel Scarafoni / Ronald Duarte / Michael Chan / Jason Thornton
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living
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Active Wafer-Scale Reconfigurable Logic Fabric for AI and High-Performance Embedded Computing

Technology / Case number: #24171L
Brian Tyrrell / Vitaliy Gleyzer / Rabindra Das / Albert Reuther
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Chemicals & Materials / Computer Science
Impact Areas: Advanced Materials
License

Bayesian Estimators for Classifier Testing from Noisy Labels

Technology / Case number: #24963L
Jonathan Su
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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Systolic AI Processor Compiler

Technology / Case number: #25433L
Bill Song
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Uncharted Frontiers, Sustainable Future
License

Methods for Detecting Objects-of-Interest in Underwater Environments

Technology / Case number: #19215L
Michael Chan / Alexander Bockman / Daniel Scarafoni
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Sensing & Imaging
Impact Areas: Uncharted Frontiers, 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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