{"title":"密集频复用相干神经网络中的相位信号嵌入","authors":"A. Limmanee, S. Kawata, A. Hirose","doi":"10.1364/IP.2005.ITUA2","DOIUrl":null,"url":null,"abstract":"We propose a coherent neural network whose synaptic weights are embedded densely in volume hologram using a semiconductor laser so that the behavior is controlled by direct lightwave carrier-frequency modulation. A frequency-dependent learning obeys the complex-valued Hebbian rule. Experiments demonstrate that the system learns different output phase values dependently on the carrier frequency.","PeriodicalId":212240,"journal":{"name":"2005 OSA Topical Meeting on Information Photonics (IP)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2005-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Phase signal embedment in densely frequency-multiplexed coherent neural networks\",\"authors\":\"A. Limmanee, S. Kawata, A. Hirose\",\"doi\":\"10.1364/IP.2005.ITUA2\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We propose a coherent neural network whose synaptic weights are embedded densely in volume hologram using a semiconductor laser so that the behavior is controlled by direct lightwave carrier-frequency modulation. A frequency-dependent learning obeys the complex-valued Hebbian rule. Experiments demonstrate that the system learns different output phase values dependently on the carrier frequency.\",\"PeriodicalId\":212240,\"journal\":{\"name\":\"2005 OSA Topical Meeting on Information Photonics (IP)\",\"volume\":\"45 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2005-06-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2005 OSA Topical Meeting on Information Photonics (IP)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1364/IP.2005.ITUA2\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2005 OSA Topical Meeting on Information Photonics (IP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1364/IP.2005.ITUA2","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Phase signal embedment in densely frequency-multiplexed coherent neural networks
We propose a coherent neural network whose synaptic weights are embedded densely in volume hologram using a semiconductor laser so that the behavior is controlled by direct lightwave carrier-frequency modulation. A frequency-dependent learning obeys the complex-valued Hebbian rule. Experiments demonstrate that the system learns different output phase values dependently on the carrier frequency.