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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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All-to-All Connected Ising Machines with Free-Space Optical Interconnects

Technology / Case number: #21178L
William Herzog / Siddhartha Ghosh / Suraj Bramhavar / Jeffrey Chou
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Connected World
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Daughterless Male Mammals for Population Suppression

Technology / Case number: #21866TE
Kevin Esvelt
Technology Areas: Biotechnology / Drug Discovery and Research Tools
Impact Areas: Sustainable Future
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Infrastructure-free NLoS Obstacle Detection for Autonomous Cars

Technology / Case number: #22032J
Daniela Rus / Christina Liao / Alexander Amini / Igor Gilitschenski / Felix Naser / Sertac Karaman / Guy Rosman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Contactless Seismocardiography via Deep Learning Radars

Technology / Case number: #22761TE
Fadel Adib / Unsoo Ha
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World
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Long-term Stabilization, Formulation and Tableting of Live Microbial Cells

Technology / Case number: #22886J
Robert Langer / Emily Kolaya / Johanna L'Heureux / Miguel Jimenez / Giovanni Traverso
Technology Areas: Drug Discovery and Research Tools
Impact Areas: Healthy Living
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In Vitro Human Blood Brain Barrier

Technology / Case number: #19918P
Li-Huei Tsai / Joel Blanchard
Technology Areas: Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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Novel Peptides Capable of Altering NK Cell Activity

Technology / Case number: #24321JQ
Michael Birnbaum / Timo Ruckert / Chiara Romagnani / Brooke Huisman
Technology Areas: Chemicals & Materials / Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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Learning-Guided Electron Microscopy

Technology / Case number: #21380J
Nir N. Shavit / Jeff Lichtman / Lu Mi / Aravinathan Samuel / Yaron Meirovitch
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living, Uncharted Frontiers
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Bioelectronic Devices to Support Transplanted Cells in Vivo for Encapsulated Cell Therapies

Technology / Case number: #23269J
Robert Langer / Nima Khatib / Matt Bochenek / Siddharth Krishnan / Suman Bose / Daniel Anderson
Technology Areas: Biotechnology / Drug Discovery and Research Tools / Energy & Distribution / Therapeutics
Impact Areas: Healthy Living
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Universal GRAND Decoder

Technology / Case number: #22356J
Muriel Medard / Wei An / Vaibhav Bansal / Amit Solomon / Rabia Yazicigil Kirby / Kenneth Duffy
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World, Advanced Materials
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Efficient Module-Level Dynamic Analysis for Dynamic Languages with Module Recontextualization

Technology / Case number: #23551
Martin Rinard / Nikolaos Vasilakis
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World
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DeepHybrid: Learned Hybrid Trajectory Prediction via Factored Inference and Adaptive Sampling

Technology / Case number: #23569J
John Joseph Leonard / Xin Huang / Ashkan M. Jasour / Stephen McGill / Igor Gilitschenski / Guy Rosman / Brian Charles Williams
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Learning an Explainable Trajectory Generator Using the Automaton Generative Network

Technology / Case number: #23571J
Daniela Rus / Xiao Li / Cristian-Ioan Vasile / Igor Gilitschenski / Minoru Araki / Sertac Karaman / Guy Rosman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Cyber-Secure Dynamic Monitoring and Decision Systems (CS-DyMonDS)

Technology / Case number: #23585
Marija Ilic
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World, Advanced Materials
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Teaching Robots Generalizable Trajectories by Demonstration Using Wearable Sensors

Technology / Case number: #23629
Daniela Rus / Joseph DelPreto
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
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All-Photonic Artificial Neural Network Processor Via Non-linear Optics

Technology / Case number: #23925
Dirk R Englund / Jasvith Basani / Stefan Krastanov / Mikkel Heuck
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science / Electronics & Photonics
Impact Areas: Healthy Living, Connected World, Advanced Materials
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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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Dataset Distillation using Random Feature Approximation

Technology / Case number: #24329
Daniela Rus / Noel Loo / Ramin Hasani / Alexander Amini
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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