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Improving Statistical Model-Based Speech Enhancement with Deep Neural Networks

Technology / Case number: #21028L
Robert Dunn / Michael Brandstein / Bengt Borgstrom
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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Vocal Biomarkers of Inflammation in Neurophysiological Systems

Technology / Case number: #22308L
Thomas Quatieri / Tanya Talkar / Jeffrey Palmer
Technology Areas: Biotechnology / Sensing & Imaging
Impact Areas: Healthy Living
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Radio Frequency Photoacoustic Spectroscopy Concept for Detecting Viral Pathogen

Technology / Case number: #22473LJQ
Sumanth Kaushik / Anthony Samir / Charles Wynn / Jeffrey Michael Karp
Technology Areas: Biotechnology / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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Pixel Scale Fabry Perot Filter Array for Chemical Agent Vapor Detection

Technology / Case number: #22630L
William Lawrence
Technology Areas: Chemicals & Materials / Sensing & Imaging
Impact Areas: Advanced Materials
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Artificial Intelligence-Guided Ultrasound Intervention DEvice - Airway

Technology / Case number: #24282LJ
Laura Brattain / Shawn Moynihan / Ronit Malka / Gregory Dion / Mohit Joshi / Joshua Werblin / Lars Gjesteby / Matthew Johnson / Brian Telfer
Technology Areas: Biotechnology / Sensing & Imaging
Impact Areas: Healthy Living
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Motion Sensing Wi-Fi Sensor Networks for Continuous 3D Modeling and Prediction of Facility Responses to Disturbances

Technology / Case number: #18174J
Oral Buyukozturk / Dirk Smit / Sergio Kapusta / Reza Mohammadi Ghazi Mahalleh / James Long / Justin Chen / Zoran Dzunic / Hossein Mobahi / Neal Wadhwa / Fredo Durand (he/him/his) / John Fisher / William Freeman
Technology Areas: Communication Systems / Sensing & Imaging
Impact Areas: Connected World
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Tri-Functional Hydrophilic Self-Crosslinked Dimethylacrylamide Polymer

Technology / Case number: #18698TEM
Edward Stuart Boyden / Nikita Obidin / Ruixuan Gao / Linyi Gao
Technology Areas: Diagnostics / Sensing & Imaging
Impact Areas: Healthy Living
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Method for Zero Phase-Lag Real-Time Computation of Hilbert Transform and Analytic Signal

Technology / Case number: #18073TEJ
Edward Stuart Boyden / David Wang / Nir Grossman
Technology Areas: Biomaterials & Bioelectronics / Biotechnology / Sensing & Imaging
Impact Areas: Healthy Living
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High Sensitivity Temporal Focusing Widefield Multiphoton Endoscope Capable of Deep Imaging

Technology / Case number: #14669JDE
Peter So / Jagath Rajapakse / Hanry Yu / Vijay Raj Singh / Heejin Choi / Yan Seng Elijah Yew / Daekeun Kim / Colin Sheppard
Technology Areas: Electronics & Photonics / Sensing & Imaging
Impact Areas: Advanced Materials
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IOI: In-network Optical Inference

Technology / Case number: #23190J
Dirk R Englund / Weiyang Wang / Zhizhen Zhong / Manya Ghobadi / Alexander Sludds / Liane Sarah Bel Bernstein / Ryan Hamerly
Technology Areas: Computer Science / Sensing & Imaging
Impact Areas: Connected World
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Architecture for On-Chip Acousto-Optic Modulator

Technology / Case number: #23252
Rajeev Ram / Gavin West
Technology Areas: Electronics & Photonics / Sensing & Imaging
Impact Areas: Advanced Materials
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Methods and Apparatus to Generate Terahertz Waves through Cascaded Nonlinear Processes

Technology / Case number: #23257
Steven G Johnson / Zin Lin / Yannick Salamin / Charles Roques-Carmes / Marin Soljacic
Technology Areas: Electronics & Photonics / Energy & Distribution / Sensing & Imaging
Impact Areas: Sustainable Future
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Piezoelectric Resonator Optimized for Power Conversion

Technology / Case number: #23312
Jeffrey Lang / Joseph Bonavia / Jessica Boles / David J Perreault
Technology Areas: Energy & Distribution / Sensing & Imaging
Impact Areas: Sustainable Future
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A Fully Differential Piezoelectric Microphone and Amplifier System for Cochlear Implants and Other Hearing Devices

Technology / Case number: #23776JQ
Jeffrey Lang / Christopher McHugh / Lukas Graf / Elizabeth Olson / Aaron Yeiser / Hideko Heidi Nakajima / Ioannis Kymissis
Technology Areas: Biotechnology / Sensing & Imaging
Impact Areas: Healthy Living
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A Method of Sensorizing Soft Architected Materials by Embedding Fluidic Channels

Technology / Case number: #23908
Daniela Rus / Annan Zhang / Ryan Truby / Lillian Chin
Technology Areas: Chemicals & Materials / Sensing & Imaging
Impact Areas: Connected World, Advanced Materials
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Controllable Transformation Networks and Power Amplifiers for Efficient High-Bandwidth Radio Frequency Power Conversion

Technology / Case number: #23940
David J Perreault / Khandoker N Rafa Islam
Technology Areas: Computer Science / Energy & Distribution / Sensing & Imaging
Impact Areas: Sustainable Future, Connected World
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A Method to Extract Physical Behavior Directly from Simple Visual Empirical Observation Via a Deep Learning Model, for a Material Agnostic Approach to Predicting Compressive Beam Buckling

Technology / Case number: #24061
Markus J. Buehler / Andrew Lew
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation / Sensing & Imaging
Impact Areas: Connected World, Advanced Materials
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Radio-Frequency Photonic Architecture for Deep Neural Networks, Signal Processing, and Computing

Technology / Case number: #24089
Dirk R 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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ZZ Amplification Using A Fluxonium Coupler With A Large ON/OFF Ratio

Technology / Case number: #24096
William Oliver / Junyoung An / Leon Ding / Roni Winik / Simon Gustavsson / Youngkyu Sung
Technology Areas: Electronics & Photonics / Sensing & Imaging
Impact Areas: Connected World, Advanced Materials
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Methods and Apparatuses to Generate Fock and Sub-Poissonian States through Nonlinear Optics

Technology / Case number: #24710
Marin Soljacic / Yannick Salamin / Jamison Sloan / Nicholas Rivera
Technology Areas: Electronics & Photonics / Sensing & Imaging
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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