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End to End Deep Neural Network for Auditory Attention Decoding

Technology / Case number: #21085LJ
Christopher Smalt / Gregory Ciccarelli / Joseph Perricone / Thomas Quatieri / Michael Brandstein / Paul Calamia / Stephanie Haro / Michael Nolan / Nima Mesgarani / James O'Sullivan
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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Novel Short Tandem Repeats (STRs) Analysis Methods

Technology / Case number: #18500L
Edward Wack / Anna Shcherbina / Brian Helfer / Darrell Ricke / Joseph Isaacson / Adam Michaleas / Philip Fremont-Smith / James Watkins / James Harper / Martha Petrovick / Eric Schwoebel
Technology Areas: Computer Science / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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Human-Activity Kinetic Alignment (HAKA)

Technology / Case number: #19889L
Richard Shay / Robert Cunningham
Technology Areas: Biotechnology / Communication Systems / Computer Science
Impact Areas: Healthy Living
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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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Molecular Spatial Mapping Of Metastatic Tumor Microenvironment

Technology / Case number: #22132HR
Aviv Regev / Johanna Klughammer / Daniel Abravanel / No Inventor
Technology Areas: Biotechnology / Computer Science
Impact Areas: Healthy Living
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Neural Efferent and Afferent Control of Spring Equilibrium, Damping, and Power in Backdrivable and Non-Backdrivable Series-Elastic Actuators Comprising Variable Series Stiffness Mechanisms

Technology / Case number: #20960TE
Matthew Carney / Roman Stolyarov / Emily Rogers-Bradley / Seong Ho Yeon / Hugh Herr
Technology Areas: Biotechnology / Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living
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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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A New Neural Network Structure to Extract Features for Multivariable Time Series Problem

Technology / Case number: #24497J
Alexandre Megretski / Luca Daniel / Subhro Das / Wang Zhang / Lam Minh Nguyen
Technology Areas: Computer Science
Impact Areas: Healthy Living
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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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Methods And Compositions For High-Throughput Compressed Screening For Therapeutics

Technology / Case number: #21936RH
Alexander Shalek / Benjamin Mead / Conner Kummerlowe / No Inventor
Technology Areas: Computer Science / Therapeutics
Impact Areas: Healthy Living
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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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Real-Time G-Protein Coupled Receptor (GPCR) Linked Bioluminescent Sensing of Biological Targets and Processes

Technology / Case number: #21928L
Scott Wick / Deepak Mishra / Frances Nargi
Technology Areas: Biotechnology / Computer Science
Impact Areas: Healthy Living, Advanced Materials
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Functionalized Solid Support

Technology / Case number: #21706R
Alexander Shalek / Benjamin Mead / Andrew Navia / No Inventor
Technology Areas: Chemicals & Materials / Computer Science
Impact Areas: Healthy Living
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In-Vitro Barrier Tissue Plate

Technology / Case number: #21614L
David Walsh / Christina Zook / Johanna Bobrow / Min Jae Song / Marc Ferrer-Alegre / Sam Michael / Molly Boutin / Yen-Ting Tung / Todd Thorsen
Technology Areas: Biotechnology / Chemicals & Materials / Computer Science
Impact Areas: Healthy Living
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Radio Frequency Photoacoustic Spectroscopy Concept for Detecting Viral Pathogen

Technology / Case number: #22473LJQ
Jeffrey Karp / Charles Wynn / Anthony Samir / Sumanth Kaushik
Technology Areas: Biotechnology / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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GNN-Viz: An Interpretable Visualization System for Graph Neural Network

Technology / Case number: #22711J
Sijia Liu / Chuang Gan / Dakuo Wang / Abel Valente / Bei Chen / Dongyu Liu / Yi Sun
Technology Areas: Communication Systems / Computer Science
Impact Areas: Healthy Living, Connected World
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A New Method for Single Shot Scene Reconstruction from RGB Images using Implicit Representations

Technology / Case number: #23530J
Joshua Tenenbaum / Vincent Sitzmann / Sergey Zakharov / Wadim Kehl / Vitor Guizilini / Adrien Gaidon / Rares Ambrus / Dennis Park / Jiajun Wu / Frederic Durand (he/him/his)
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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Adventitious Agent Clearance by Use of Spiral Inertial Microfluidics

Technology / Case number: #22511DE
Kyungyong Choi / Stacy Springs / Jongyoon Han
Technology Areas: Chemicals & Materials / Computer Science / Electronics & Photonics
Impact Areas: Healthy Living, 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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