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Extending the Processing Power of Optical Computing

Modern neural networks mostly use linear operations like convolutions and matrix-vector multiplications. Although there are specialist processors for these tasks, like as GPUs and TPUs, their power and bandwidth are limited.

Aydogan ozcanMegan craigOzcan labVolgenau chairEngineering innovationAdvanced photonics nexus

Performing complex-valued linear transformations using spatially incoherent diffractive optical networks

Performing complex-valued linear transformations using spatially incoherent diffractive optical networks
phys.org - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from phys.org Daily Mail and Mail on Sunday newspapers.

Xilin yangAydogan ozcanSpatially incoherent diffractive optical networks linear transformationsSpatially incoherent diffractive networksOzcan labComplex valued linear transformationsSpatially incoherent diffractive optical networksAdvanced photonics nexusVolgenau chairEngineering innovation

New method for addressing the reliability challenges of neural networks in inverse imaging problems

New method for addressing the reliability challenges of neural networks in inverse imaging problems
techxplore.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from techxplore.com Daily Mail and Mail on Sunday newspapers.

United statesLos angelesLuzhe huangAydogan ozcanOzcan labUniversity of californiaNeural networksInverse imaging problemsIntelligent computing

Innovative Terahertz Sensor for Rapid Detection of Structures

In the field of engineering and materials science, the identification of concealed structures or imperfections within materials is of paramount importance.

Aydogan ozcanSkyla bailyMona jarrahiSamueli school of engineeringCalifornia nanosystems instituteEngineering institute for technology advancementOzcan lab university of california los angelesNorthrop grummanNature communicationsTerahertz sensorRapid detectionConcealed structuresOzcan labCalifornia losIndustry focusComputer engineering

Detecting hidden defects in materials using a single-pixel terahertz sensor

Detecting hidden defects in materials using a single-pixel terahertz sensor
phys.org - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from phys.org Daily Mail and Mail on Sunday newspapers.

Aydogan ozcanJingxi liMona jarrahiNature communicationsCalifornia nanosystems instituteOzcan labNorthrop grummanSamueli school of engineeringHidden defectsMaterials usingSingle pixel terahertz sensorComputer engineeringNorthrop grumman endowed chairAssociate director