數(shù)字邏輯的多閾值神經(jīng)元網(wǎng)絡(luò)實(shí)現(xiàn)研究.pdf

1、浙江大學(xué)碩士學(xué)位論文數(shù)字邏輯的多閾值神經(jīng)元網(wǎng)各實(shí)現(xiàn)研究姓名：朱曉雷申請(qǐng)學(xué)位級(jí)別：碩士專業(yè)：電路與系統(tǒng)指導(dǎo)教師：沈繼忠20030601AbstractPmceeding丘omthemissionofre出1cillgI塢uronmmlbersinnt刪n咖rks(NNs)蚰deIlh鋤cing讓忙in|!brmationprocessingabilitiesofsingleneuron，嬲wenfocusingon吐ledigital10

2、西ciInplemen協(xié)tionbymlllntllI它sh01dedneurom(MTNs)，“sdisscnationrnakesitpossiblethatdi舀tallogicc鋤bei瑚【pl鈕l明tedbyasmalln啪berofneuro璐and也eNNsrellizeddi西tallogicmayhavehighinfo咖ationdensi夠Begin、】lrith鋤alysisofbillarylo醇cimple刪

3、mtationbysinglemlresholdedneuron(8TN)，wedrewaconclusiontllatdigitallo西cimplem既l乜monbyneuronisactIlallyacl船si丘餓onprobleminm啪dim咄i∞spaceMea腫mile，wepointedoutmedeme施ofsollningsuchprobl鋤bySTNTh鴨meMTN跏dits乜甜lsferfIlnctionw髂di

4、sc璐sedparticmarlyT撾ngthe“l(fā)vamageof也ecb撇cteriscicofnoIllinear刪n吐z∞epa而tionin舢ltidinlensi∞ofMIN，aIlapp∞∞hof吼lployiIlgMTNfor矧蛐Vingarbi仃a町di西tallogicw齬pmposedAccordingtothisapproach，ⅡleXORop∞ation砌ch鵬edstllreeSTNsto∞llievew嬲

5、implem廿1tedusingsingleMTNHence，吐他adV柚tagcofMTNoverS1Nw船shown誦lllthe觚s也砒血eNNs∞cdfewerneuro船byllsillgMINsth躚byusingS1Nsh耐dition，thcLitcral，AND，0Rop啪don嬲岫b船icoperationsiIltemarylo舀cwe∞s印amtelyimplcme刪byshlgle加[N、7l，ithmeseb

6、鷦icMTNs，盯b岫ry協(xié)maryfllI州onc如be∞hievedbyNNsDuetoⅡ圮朗h鋤cementofⅡ圮iIl】婦mationpmcegsingabilmesofsin酉emuron，血eNNsc舭∞alize也cmumvaluedlo西c(MVL)Basedontlleafb∞saiddiscussion，weprobedaschemefbrdeSignjng1heⅢ枷心esholdedneI】roncircui招(

7、MTNCs)Avoltagemodesy∞p∞’circ試ts謝tllsimples協(xié)】曲】托，lli曲speedandhi曲prccisionw嬲designedfirsclyThen，aBiCMOStcchIlicsba∞dcircuitcalledVerdictconVeml培s、】vitchⅣCS)w鵲putforv吼rdas吼lbstantialcomponentsofMTNCsB弱cdontllis，姐appmachw嬲pr