Kenji Takeda, Mikihito Hayakawa, Motokuni Ishibashi, Takumi Ishihama, Minori Ishihara, Megumi Aibara, M. Kaneko, Ken Saito, F. Uchikoba
{"title":"具有脉冲型硬件神经网络模拟脊髓功能的人工脊髓集成电路","authors":"Kenji Takeda, Mikihito Hayakawa, Motokuni Ishibashi, Takumi Ishihama, Minori Ishihara, Megumi Aibara, M. Kaneko, Ken Saito, F. Uchikoba","doi":"10.23919/ICEP55381.2022.9795499","DOIUrl":null,"url":null,"abstract":"An artificial spinal cord IC for motor neuron control using an analog CMOS circuit instead of a conventional digital system is reported. A circuit configuration was proposed for P-HNNs for quadrupedal walking control to enable reflex movements by sensors. It was shown that the gait pattern was changed by actual measurement. Pulse-type hardware neural networks (P-HNNs) were proposed to control human biped gait. The proposed circuit was confirmed to generate walking and running patterns.","PeriodicalId":413776,"journal":{"name":"2022 International Conference on Electronics Packaging (ICEP)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Artificial Spinal Cord IC with Pulse-Type Hardware Neural Networks Mimicking Function of The Spinal Cord\",\"authors\":\"Kenji Takeda, Mikihito Hayakawa, Motokuni Ishibashi, Takumi Ishihama, Minori Ishihara, Megumi Aibara, M. Kaneko, Ken Saito, F. Uchikoba\",\"doi\":\"10.23919/ICEP55381.2022.9795499\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"An artificial spinal cord IC for motor neuron control using an analog CMOS circuit instead of a conventional digital system is reported. A circuit configuration was proposed for P-HNNs for quadrupedal walking control to enable reflex movements by sensors. It was shown that the gait pattern was changed by actual measurement. Pulse-type hardware neural networks (P-HNNs) were proposed to control human biped gait. The proposed circuit was confirmed to generate walking and running patterns.\",\"PeriodicalId\":413776,\"journal\":{\"name\":\"2022 International Conference on Electronics Packaging (ICEP)\",\"volume\":\"8 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-05-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 International Conference on Electronics Packaging (ICEP)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.23919/ICEP55381.2022.9795499\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 International Conference on Electronics Packaging (ICEP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23919/ICEP55381.2022.9795499","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Artificial Spinal Cord IC with Pulse-Type Hardware Neural Networks Mimicking Function of The Spinal Cord
An artificial spinal cord IC for motor neuron control using an analog CMOS circuit instead of a conventional digital system is reported. A circuit configuration was proposed for P-HNNs for quadrupedal walking control to enable reflex movements by sensors. It was shown that the gait pattern was changed by actual measurement. Pulse-type hardware neural networks (P-HNNs) were proposed to control human biped gait. The proposed circuit was confirmed to generate walking and running patterns.