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OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step

Technology / Case number: #25919
Owen Dugan / Zhuo Chen / Donato Manuel Jimenez Beneto / Charlotte Loh / Rumen Dangovski / Marin Soljacic
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
Richard DeLaura / Jeffrey Palmer / Jing Wang / Jim Williamson / Hayley Reynolds / Thomas Quatieri / Jonathan Taylor
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Healthy Living
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Implantable piezoelectric ultrasound stimulator (ImPULS)

Technology / Case number: #25217TE
Canan Dagdeviren / Jason Hou / Md Osman Goni Nayeem
Technology Areas: Diagnostics / Drug Discovery and Research Tools / Sensing & Imaging
Impact Areas: Healthy Living
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Machine Learning for Dynamic Information Retrieval of Electronic Health Record Notes

Technology / Case number: #25085J
David Sontag / Monica Agrawal / Steven Horng / Sharon Jiang / Shannon Shen / Barbara Lam / Nicholas Kurtzman / David Karger
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 / Jennifer Schloss / Linh Pham / Swaroop Vattam / Justin Mallek / Dane de Quilettes / Eden Price
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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Automated Surface Area Assessment for Dermatologic Lesions

Technology / Case number: #19792J
Priyanka Raina / Jiarui Huang / Victor Huang / Anantha Chandrakasan
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, 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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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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SpongeBot: Programmable Solution Providing Unmatched Protection Against Pandemics

Technology / Case number: #22349J
Ron Weiss / Jin Huh / Yingzhong Li / Hava Siegelmann / Eric Goldstein
Technology Areas: Drug Discovery and Research Tools
Impact Areas: Healthy Living
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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
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Two Person Mixture Deconvolution for Application with ForenSeq Kintelligence Workflow

Technology / Case number: #24078L
Philip Fremont-Smith / Chelsea Lennartz / Natalie Damaso
Technology Areas: Chemicals & Materials / Computer Science / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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Elastic Strain Engineering for the Design of Electronic Materials

Technology / Case number: #20804VJ
Ju Li / Zhe Shi / Evgenii Tsymbalov / Alexander Shapeev / Subra Suresh / Ming Dao
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Optimized Opsin Trafficking with Fluorescence-Dead Protein Fusions

Technology / Case number: #18783TE
Edward Stuart Boyden / Kiryl Piatkevich / Aimei Yang / Demian Park
Technology Areas: Biotechnology / Diagnostics / Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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A Dynamic Single-Cell Fragility Test that Assesses Red Blood Cell Membrane Integrity with Applications to Stored Blood

Technology / Case number: #25732J
Fang Kong / Subra Suresh / Ming Dao
Technology Areas: Diagnostics / Drug Discovery and Research Tools
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
Albert Reuther / Rabindra Das / Vitaliy Gleyzer / Brian Tyrrell
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Chemicals & Materials / Computer Science
Impact Areas: Advanced Materials
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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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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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