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基于忆阻器交叉阵列的卷积神经网络电路设计 被引量:6
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作者 胡飞 尤志强 +1 位作者 刘鹏 邝继顺 《计算机研究与发展》 EI CSCD 北大核心 2018年第5期1097-1107,共11页
由于在神经形态计算方面具有优良的性能,忆阻器交叉阵列引起了研究者的广泛关注.利用忆阻器与传统器件提出了1个改进的忆阻器交叉阵列电路,可以准确地存储权重与偏置,结合相应的编码方案后可以运算点积操作,并将其用于卷积神经网络中的... 由于在神经形态计算方面具有优良的性能,忆阻器交叉阵列引起了研究者的广泛关注.利用忆阻器与传统器件提出了1个改进的忆阻器交叉阵列电路,可以准确地存储权重与偏置,结合相应的编码方案后可以运算点积操作,并将其用于卷积神经网络中的卷积核、池化与分类器部分.利用改进的忆阻器交叉阵列和基于卷积神经网络本身拥有的高容错性,还设计了1个忆阻卷积神经网络结构,可以完成1个基本卷积神经网络算法.在卷积操作后直接存储模拟形式的计算结果,使得卷积操作与池化操作之间避免了1次模数-数模转换过程.实验结果表明:设计的面积为0.852 5cm^2芯片上的运算性能是1台计算机速度的1 770倍,在面积基本相当的前提下,性能比前人设计的电路提高了7.7倍.设计存在可以接受的微小识别误差开销,与软件运行结果相比,此电路在每个忆阻器存储6b或8b信息的情况下平均识别误差分别只增加了0.039%与0.012%. 展开更多
关键词 神经形态计算 卷积神经网络 忆阻器 忆阻器交叉阵列 硬件加速
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Critical Mass of Gauge Boson in Rainbow QED3 被引量:1
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作者 FENGHong-Tao hufei +1 位作者 SUNWei-Min ZONGHong-Shi 《Communications in Theoretical Physics》 SCIE CAS CSCD 2005年第3期501-503,共3页
In three-dimensional quantum electrodynamics (QED3) with a massive gauge boson, we investigate the coupled Dyson-Schwinger equations for the fermion and photon propagators in the rainbow approximation, and obtain the ... In three-dimensional quantum electrodynamics (QED3) with a massive gauge boson, we investigate the coupled Dyson-Schwinger equations for the fermion and photon propagators in the rainbow approximation, and obtain the critical gauge boson mass for various numbers of the fermion flavors. A comparision with the previous results is presented. 展开更多
关键词 三维量子电力学 手性对称 临界测量 玻色子质量
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Weed-Suppressing Effect and Mechanism of Allelopathic Rice Accessions
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作者 hufei KONGChui-hua +2 位作者 XUXiao-hua ZHANGChao-xian CHENXiong-hui 《Agricultural Sciences in China》 CAS CSCD 2004年第8期590-597,共8页
Two allelopathic rice accessions, PI312777 and Allelopathy1, significantly suppressedthe growth of associated weeds in the field. Moreover, their weed-suppressing effectswere correlated with the cultivation patterns. ... Two allelopathic rice accessions, PI312777 and Allelopathy1, significantly suppressedthe growth of associated weeds in the field. Moreover, their weed-suppressing effectswere correlated with the cultivation patterns. The weed-suppressing effects of throwingand transplanting were more effective than that of direct seeding. Furthermore, theamounts of allelochemicals (resorcinols, flavones and hydroxamic acids) produced andreleased from two allelopathic rice accessions were much higher than that from a non-allelopathic rice variety Hua-Jing-Xian1, and reached the maximum concentration at the6th leaf stage. Differences in the weed-suppressing effects of rice accessions appear toresult from the accessions producing and releasing different amounts of allelochemicalsin the field. Further research confirmed that in PI312777 plants, allelochemicals weresynthesized by the above-ground parts, and then secreted through the root tissues. Roottissues of PI312777 plants never produced the allelochemicals. Root exudates fromPI312777 could significantly inhibit the growth of E. crus-galli surrounding rice plantsin water culture. However, when activated carbon was added to the culture solution, whichcould absorb allelochemicals from root exudates, the growth of E. crus-galli was nolonger significantly inhibited. Weed-suppressing effects of rice accessions depended onallelopathy, cultivation patterns and other factors in rice fields, while allelopathywas one of important factors. Interestingly, the amounts of allelochemicals produced andreleased from allelopathic rice plants may be induced by the presence of E. crus-galli.This suggests that there is a possible chemical recognition between rice and E. crus-galli. 展开更多
关键词 Rice (Oryza sativa L.) Allelopathic accession Allelochemical Weed management Root exudates Cultivated patterns
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Mechanism of Aulacophora femoralis chinensis Weise feeding behavior and chemical response of host Cucumis sativus L. 被引量:2
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作者 KONGChuihua LIANGWenju +2 位作者 YANGXiao ZHANGMaoxin hufei 《Chinese Science Bulletin》 SCIE EI CAS 2004年第14期1485-1489,共5页
When beetle Aulacophora femoralis chinensis Weise fed on cucumber seedlings, it first chewed a circular trench on their leaves and then nibbled the leaf tissues iso-lated by the trench, but when it was fed with the de... When beetle Aulacophora femoralis chinensis Weise fed on cucumber seedlings, it first chewed a circular trench on their leaves and then nibbled the leaf tissues iso-lated by the trench, but when it was fed with the detached fresh cotyledons of cucumber, such an interesting trenching behavior did not occur, which indicated that the feeding be-havior of the beetle was obviously correlated with the chemical response of the cucumber to the herbivory. Within 60 min after feeding, the level of cucurbitacin C in fed coty-ledons of the cucumber seedling increased 10 fold or more. Cucurbitacin I was also detected 15 min after feeding, which reached 75 mg/g within 60 min. The high levels of cucurbi-tacins C and Ⅰ in fed cotyledons could be maintained for at least 24 h. A. femoralis chinensis was strongly stimulated to take food by cucurbitacin C at a concentration between 10 and 250 mg/g, and the feeding deterrent activity was observed at >250 mg/g, while the feeding deterrent threshold of A. femoralis chinensis to cucurbitacin I was 50 mg/g. The mix-ture of cucurbitacins C and Ⅰ had a much stronger feeding deterrent activity than single cucurbitacin I. The results suggested that cucumber could elicit chemical response to the beetle herbivory, its leaf being induced to produce more kinds of cucurbitacins and make them reach the levels of feeding deterrent activity on the beetle, while the trenching behavior of A. femoralis chinensis was its strategy to answer the chemical response of cucumber. The trenching behavior of the beetle not only stopped the cucurbitacins biosynthesis in cucumber leaf tissues, but also blocked the translocation of cucurbitacins to the feeding sites. The trenching behavior of the beetle and the chemical response of host cucumber were the mutual adaptive strategies for protecting the host plant and the beetle themselves. 展开更多
关键词 葫芦素 化学响应 开挖特性 黄瓜 黄足黄守瓜
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