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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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Optimized Opsin Trafficking with Fluorescence-Dead Protein Fusions

Technology / Case number: #18783TE
Edward 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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Computational Reconfigurable Imaging Spectrometer (CRISP)

Technology / Case number: #19426L
Charles Wynn / Yaron Rachlin / Adam Milstein / Ryan Sullenberger / Sumanth Kaushik
Technology Areas: Agriculture & Food / Biotechnology / Sensing & Imaging
Impact Areas: Healthy Living, Sustainable Future
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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: #25732
Fang Kong / Subra Suresh / Ming Dao
Technology Areas: Diagnostics / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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Method of Assessing Uniformity of Periodic Structures Based on the Decay Time of Laser-Generated Acoustic Vibrations

Technology / Case number: #18820J
Hyun Shin / Abdelhak Bensaoula / Jateen Gandhi / Donna Stokes / Rebecca Forrest / Keith Nelson / Alexei Maznev
Technology Areas: Industrial Engineering & Automation / Sensing & Imaging
Impact Areas: Advanced Materials
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Modular System for Lyophilization

Technology / Case number: #22603
Alexander Slocum / Bernhardt Trout
Technology Areas: Biotechnology / Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Healthy Living
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Cascaded Compression of the Size Distribution of Zero-Dimensional Nanostructures

Technology / Case number: #24753
Jing Kong / Chi Cheng / Jiangtao Wang
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Sustainable Future, Connected World
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A Method and Apparatus for Moisture Extraction from Superabsorbent Materials by Vibrational Actuation

Technology / Case number: #25345
Svetlana Boriskina / Ikra Iftekhar Shuvo
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation / Sensing & Imaging
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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A Stretchable, Wearable Ultrasound Transducer for Wide-Scale Breast Cancer Data Collection

Technology / Case number: #20934TE
Canan Dagdeviren / Lin Zhang
Technology Areas: Biotechnology / Diagnostics
Impact Areas: Healthy Living
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Method of Material Processing with Spatial Light Control

Technology / Case number: #20231L
Juan Montoya / Dale Martz / Peter Reeves-Hall
Technology Areas: Electronics & Photonics / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Method for Secure Scheduling and Dispatching Synthetic Regulating Reserve from Distributed Energy Resources

Technology / Case number: #20127L
Erik Limpaecher / Rupamathi Jaddivada / Marija Ilic
Technology Areas: Industrial Engineering & Automation
Impact Areas: Connected World
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Narrow-Linewidth Microcavity Brillouin Laser with Suppressed Temperature Fluctuations

Technology / Case number: #20042L
Paul Juodawlkis / William Loh / Sivasubramaniam Yegnanarayanan
Technology Areas: Electronics & Photonics / Industrial Engineering & Automation
Impact Areas: Connected World, Advanced Materials
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Defect-Free Epitaxy on Amorphous Substrate using Confined Two-Dimensional Materials Growth and Manufacturing Method Thereof

Technology / Case number: #25561
Jeehwan Kim / KiSeok Kim / Jekyung Kim
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Connected World
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Tri-Functional Hydrophilic Self-Crosslinked Dimethylacrylamide Polymer

Technology / Case number: #18698TEM
Edward Boyden / Linyi Gao / Ruixuan Gao / Nikita Obidin
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 Boyden / Nir Grossman / David Wang
Technology Areas: Biomaterials & Bioelectronics / Biotechnology / Sensing & Imaging
Impact Areas: Healthy Living
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Neuromechanical Interventions for the Mitigation of Limb Pathology

Technology / Case number: #18430TE
Anthony Zorzos / Benjamin Maimon / Matthew Carty / Tyler Clites / Jean-Francois Duval / Shriya Srinivasan / Hugh Herr
Technology Areas: Biotechnology
Impact Areas: Healthy Living
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Methods and Apparatuses to Track Hand Configurations based on Ultrasound Signals

Technology / Case number: #25586
Xuanhe Zhao / Gengxi Lu
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science
Impact Areas: Healthy Living, Connected World
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Closed-Loop Noninvasive Brain Stimulation with Simultaneous Imaging to Control Cerebrospinal Fluid Flow in Humans

Technology / Case number: #25482
Laura Lewis / Joshua Levitt
Technology Areas: Biomaterials & Bioelectronics / Biotechnology / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living
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Ingestible Electronics Integrated with Flexible Measurement Electrodes for Gastrointestinal Bioelectric Sensing

Technology / Case number: #23241
Carlo Giovanni Traverso / Robert Langer / Siheng You / So-Yoon Yang / Adam Gierlach / George Selsing
Technology Areas: Biomaterials & Bioelectronics / Biotechnology / Computer Science
Impact Areas: Healthy Living, 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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