Jiang Li, Kenichi Takahashi, H. Tamukoh, M. Sekine
{"title":"用于脑处理和数值计算的2D/3D FPGA阵列","authors":"Jiang Li, Kenichi Takahashi, H. Tamukoh, M. Sekine","doi":"10.1109/ICNC.2012.6234717","DOIUrl":null,"url":null,"abstract":"We propose an FPGA Array structure that is designed to the scalable structure for executing brain processes and numerical computation for 3-D problem, and the circuits in FPGA Array are controlled from the application program running in host PC directly. Many circuits for brain processes are designed to evaluate the 3-D FPGA, also we implement arithmetic circuits that calculate 2D Poisson equation by the finite difference method to shows numerical computation performance. We also show the results of circuits for the brain processes such as voice recognition, voice synthesis, and image recognition with Self Organizing Map. We estimate the gate count of the circuit for practical brain processes.","PeriodicalId":404981,"journal":{"name":"2012 8th International Conference on Natural Computation","volume":"25 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"2D/3D FPGA array for brain process and numerical computation\",\"authors\":\"Jiang Li, Kenichi Takahashi, H. Tamukoh, M. Sekine\",\"doi\":\"10.1109/ICNC.2012.6234717\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We propose an FPGA Array structure that is designed to the scalable structure for executing brain processes and numerical computation for 3-D problem, and the circuits in FPGA Array are controlled from the application program running in host PC directly. Many circuits for brain processes are designed to evaluate the 3-D FPGA, also we implement arithmetic circuits that calculate 2D Poisson equation by the finite difference method to shows numerical computation performance. We also show the results of circuits for the brain processes such as voice recognition, voice synthesis, and image recognition with Self Organizing Map. We estimate the gate count of the circuit for practical brain processes.\",\"PeriodicalId\":404981,\"journal\":{\"name\":\"2012 8th International Conference on Natural Computation\",\"volume\":\"25 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-05-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 8th International Conference on Natural Computation\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICNC.2012.6234717\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 8th International Conference on Natural Computation","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICNC.2012.6234717","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
2D/3D FPGA array for brain process and numerical computation
We propose an FPGA Array structure that is designed to the scalable structure for executing brain processes and numerical computation for 3-D problem, and the circuits in FPGA Array are controlled from the application program running in host PC directly. Many circuits for brain processes are designed to evaluate the 3-D FPGA, also we implement arithmetic circuits that calculate 2D Poisson equation by the finite difference method to shows numerical computation performance. We also show the results of circuits for the brain processes such as voice recognition, voice synthesis, and image recognition with Self Organizing Map. We estimate the gate count of the circuit for practical brain processes.