基于憶阻突觸的神經(jīng)網(wǎng)絡(luò)PID控制器參數(shù)調(diào)整.pdf

1、單位代碼10635學(xué)號112013333002093碩士學(xué)位論文碩士學(xué)位論文基于憶阻突觸的神經(jīng)網(wǎng)絡(luò)PID控制器參數(shù)調(diào)整論文作者：李小娟指導(dǎo)教師：段書凱學(xué)科專業(yè)：信號與信息處理研究方向：通信電路與系統(tǒng)提交論文日期：2016年4月20日論文答辯日期：2016年5月27日學(xué)位授予單位：西南大學(xué)中國?重慶2016年3月目錄摘要摘要..........................................................

2、..................................................................IABSTRACT...............................................................................................................III第一章第一章引言引言.....................

3、............................................................................................11.1PID控制器..........................................................................................................11.2憶阻突觸的研究現(xiàn)

4、狀.........................................................................................21.3憶阻神經(jīng)網(wǎng)絡(luò)PID控制器.................................................................................31.4論文研究意義與目的....................

5、.....................................................................41.5論文內(nèi)容安排及結(jié)構(gòu).........................................................................................4第二章第二章憶阻器與神經(jīng)網(wǎng)絡(luò)憶阻器與神經(jīng)網(wǎng)絡(luò)..........................

6、...............................................................72.1憶阻器.................................................................................................................72.1.1憶阻系統(tǒng)...........................

7、............................................................................72.1.2憶阻器模型...................................................................................................82.1.3憶阻器應(yīng)用前景.....................

8、....................................................................122.2神經(jīng)網(wǎng)絡(luò)...........................................................................................................122.2.1神經(jīng)元工作機(jī)理......................

9、...................................................................122.2.2神經(jīng)突觸可塑性.........................................................................................142.2.3神經(jīng)突觸與憶阻器的相似性...............................

10、......................................172.3憶阻生物系統(tǒng)...................................................................................................182.3.1巴普諾夫?qū)嶒?yàn)...........................................................

11、..................................182.3.2迷宮建模問題.............................................................................................192.4本章小結(jié).......................................................................

12、....................................20第三章第三章基于憶阻器的基于憶阻器的RBFPID控制器控制器.................................................................213.1徑向基神經(jīng)網(wǎng)絡(luò)PID控制器.....................................................................

13、......213.1.1徑向基神經(jīng)網(wǎng)絡(luò).........................................................................................213.1.2RBFPID控制器.........................................................................................223.2憶

14、阻RBFPID...................................................................................................233.2.1憶阻突觸.....................................................................................................23

15、3.2.2憶阻RBFPID結(jié)構(gòu)...................................................................................253.3MRBFPID的SIMULINK模型..........................................................................263.4計算機(jī)仿真...............

16、........................................................................................273.4.1MATLAB仿真............................................................................................273.4.2Simulink仿真........