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Optical Neural Nets Speed Image Processing Without Compromise to Accuracy | Research & Technology

Researchers at Cornell University have developed an optical neural network (ONN) that can filter relevant information from a scene before the visual i ....

Tianyu Wang , Mandar Sohoni , Peter Mcmahon , Charissa King Obrien , Lucile Packard Foundation , National Science Foundation , Researchers At Cornell University , Kavli Institute At Cornell , Cornell University , Kavli Institute , Canadian Institute , Advanced Research Quantum Information Science , Nature Photonics , Research Amp Technology , Sensors Amp Detectors , Machine Vision , Computer Vision , Optical Neural Network ,

Breaking the scaling limits of analog computing

A new technique greatly reduces the error in an optical neural network, which uses light to process data instead of electrical signals. With their technique, the larger an optical neural network becomes, the lower the error in its computations. This could enable them to scale these devices up so they would be large enough for commercial uses. ....

Dirk Englund , Ryan Hamerly , Mach Zehnder Inferometers , Saumil Bandyopadhyay , Nature Communications , Research Laboratory For Electronics , National Science Foundation , Department Of Electrical Engineering , Quantum Photonics Laboratory , Electrical Engineering , Computer Science , Force Office , Optical Neural Network , Nalog Machine Learning , Ach Zehnder Inferometer , Matrix Multiplication ,

S. Lin: Outstanding CE Senior | Electrical and Computer Engineering

Every spring, the College of Engineering recognizes the graduating seniors who have the highest cumulative grade point average (GPA) from each degree program. This year’s Outstanding Senior in Computer Engineering is Siyu (Steven) Lin ....

Steven Lin , Spencer Smith , B Ai Optical Neural Network , Computer Engineering Department , California Institute Of Technology Caltech , Senior Project Team , Computer Engineering , California Institute , Their Class , Project Team , Optical Neural Network ,

Lensless Optoelectronic Neural Network Opens Machine Vision Possibilities | Research & Technology

Researchers led by Hongwei Chen of the Beijing National Research Center for Information Science and Technology and Tsinghua University have developed ....

Zhongwei Chen , National Research Center , Courtesy Of Tsinghua University , Tsinghua University , Beijing National Research Center , Information Science , Research Amp Technology , Machine Vision , Convolutional Neural Network , Optical Neural Network , Optoelectronic Neural Network ,