Latest Breaking News On - Optical neural networks - Page 1 : comparemela.com

Multiplexed neuron sets make smaller optical neural networks possible

Multiplexed neuron sets make smaller optical neural networks possible
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.

Yi feng liuOptical neural networksSlimmed optical neural networksMultiplexed neuron setsCorresponding backpropagation training algorithmIntelligent computing

AI Efficiency Breakthrough: How Sound Waves Are Revolutionizing Optical Neural Networks

AI Efficiency Breakthrough: How Sound Waves Are Revolutionizing Optical Neural Networks
scitechdaily.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from scitechdaily.com Daily Mail and Mail on Sunday newspapers.

Susanne viezensBirgit stillerSteven beckerDirk englundMax planck institute for the science of lightOptical neural networksRecurrent operations in optical networksStiller labEnergy efficiencyQuantum optoacoustics research groupEnglund research groupWaves enhancing optical networksNature communicationsMassachusetts institute of technologyStiller research groupPhotonic computation with sound waves

Amazing! The classical optical neural network exhibits quantum speedup

Optical neural networks (ONNs) have drawn much attention in recent years due to their high bandwidth and low heat generation. In order to further enhance the c

Xiangdong zhangInstitute of technologyKey laboratorySchool of physicsMinistry of educationRd program of chinaNational natural science foundation of china noKey laboratory of nanophotonics ultrafine optoelectronic systemsLight scienceProfessor xiangdong zhangBeijing key laboratoryUltrafine optoelectronic systemsBeijing instituteNational natural science foundationOptical neural networksAll journal news

Machine-learning system based on light could yield more powerful, efficient large language models

An MIT machine-learning system demonstrates greater than 100-fold improvement in energy efficiency and a 25-fold improvement in compute density compared with current systems.

Dirk englundAlexander sluddsIan christenTobias heuserLamia ateshianRyan hamerlyLiane bernsteinStephan reitzenstteinNiels heermeierJamesa lottRonald davisZaijun chenLogan wrightNatural sciencesUniversity of southern californiaUs national science foundation

Optical Neural Networks Using Synthetic Dimensions

A new theoretical study suggests building an optical neural network architecture for deep learning using the concept of a temporal synthetic dimension. The synthetic dimensions are created by the arrival times of optical pulses in a single-ring resonator.

Qian linIlamaran sivarajahmarMeng xiaoShuo yanBo pengDali chengDmitriy rybin shutterstockOptical neural networksTheoretical proposal of optical neural network architectureTechnical digest series optica publishing groupShanhui fanOptical neural network architectureTemporal synthetic dimensionTechnical digest seriesOptica publishing groupSynthetic dimensions