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Artificialintelligence,Canitreplaceahumanbrainoneday?
@#@,Artificialintelligenceistousecomputerstoanalogandinsteadofhumanbrain.Theadventofcomputershasmadeartificialintelligenceamajorbreakthrough.Thecomputercannotonlyreplacesomeofthehumanbrainfunction,butexceedthehumanbraingreatlyinspeedandaccuracy.Itcannotonlysimulatepartofanalysisandthecomprehensivefunction,butisgettingtodisplayacertaincharacteristicsofconsciousness.Itreallybecameanextensionofthehumanbrain.,WhatisAI?
@#@,Theexcitingnewefforttomakecomputersthinksmachinewithminds,inthefullandliteralsense”(Haugeland1985),“Theartofcreatingmachinesthatperformfunctionsthatrequireintelligencewhenperformedbypeople”(Kurzweil,1990),“Thestudyofmentalfacultiesthroughtheuseofcomputationalmodels”(Charniaketal.1985),Afieldofstudythatseekstoexplainandemulateintelligentbehaviorintermsofcomputationalprocesses”(Schalkol,1990),Systemsthatthinklikehumans,Systemsthatthinkrationally,Systemsthatactlikehumans,Systemsthatactrationally,ViewsofAIfallintofourcategories:
@#@,WhatisAI?
@#@,AI,Searchengines,Labor,Appliances,Science,Whatelse?
@#@,AI,HondaHumanoidRobot,Walk,Turn,Stairs,Turingtest(1936),Alanturing(1912-1954)Computerscanfoolpeople,peoplewhobelieveitisnotthemachine,thenitshouldbecalledintelligent.,1956,theAmericanscholarMcCarthywhoisconsideredthefatherofartificialintelligenceoforganizedaSociety,manyexpertsandscholarsgatheredtogetherforadiscussionofuptotwomonths.InvitingthemtoparticipateintheSummerDartmouthArtificialIntelligenceResearchSociety.Sincethen,thisfieldisnamedartificialintelligence,McCarthy麦卡锡,BirthofAI,McCarthy麦卡锡,Minsky明斯基,Shannon香农,BirthofAI,Simon-1975,Newell-1975,More,Samuel,Selfridge,Solomonff莫尔(Princeton),塞缪尔(IBM),塞尔夫里奇,索罗莫夫(MIT),BirthofAI,Inmachinelearning,in1957Rosenblatt(罗森布拉特)successfullydevelopedPerceptron(感知机);@#@Intheoremproving,in1958WangHaointheIBM-704machinewitha3-5minuteprovedall220theorem“PrincipiaMathematica”intherelevantpropositionalcalculus;@#@In1965,Robinsonmadeduetotheresolutionprinciple(归结原理);@#@Inpatternrecognition(模式识别),1959Selfridge(塞尔福里奇)launchedapatternrecognitionprogram;@#@1965Robertspreparedadistinguishedbuildingblockconstructionprocedures(可分辨积木构造程序);@#@,Thefirst10yearsofachievement,Intermsofproblemsolving(问题求解):
@#@1960Newell(纽厄尔)compiledauniversalproblemsolver(GPS),cansolve11differenttypesofproblems;@#@Inexpertsystems(专家系统):
@#@theresultsofthe1968Feigenbaum(费根鲍姆)developedDENDRALexpertsystemandputintouse;@#@Intheartificialintelligencelanguage(人工智能语言):
@#@1960McCarthy(McCarthy)developedtheartificialintelligencelanguage-LISPlanguage.,Thefirst10yearsofachievement,SecondaryTranslation-MachineTranslationthespiritiswillingbutthefleshisweakthevodkaisgoodbutthemeatisrottenCombinatorialexplosionproblem(组合爆炸)Thefactthataprogramcanfindasolutioninprincipledoesnotmeansthattheprogramcontainsanyofthemechanismsneededtofinditinpractice.Perceptronlimitations(感知机局限性)Atwo-inputperceptroncannotbetrainedtorecognizewhenitstwoinputsaredifferent.,Difficulties(thelate1960s),Feigenbaum(费根鲍姆)presentedKnowledgeEngineeringatthe5thIJCAI(InternationalJointConferenceOnArtificialIntelligence,国际人工智能联合会议),KnowledgeEngineering(1977),HopfieldNeuralNetworks(Hopfield,霍普菲尔德,1982)Back-propagationalgorithm(Rumelhart&@#@McClelland,鲁梅尔哈特,麦克莱伦德1986)Itsthemostcommonneuralnetwork,NeuralNetworks,ComputationalIntelligencethriving(90s-now),ArtificialNeuralNetwork人工神经网络GeneticAlgorithm遗传算法FuzzyReasoning模糊推理AntColonyAlgorithm蚁群算法ParticleSwarmOptimization粒子群优化ArtificialImmuneSystem人工免疫系统,Enthusiasm(狂热),ComputationalIntelligence,国际人工智能联合会议,TheHistoryofAI,May1997,theU.S.IBMs“DeepBlue”supercomputerbeattheworldchesschampionGarryKasparov(卡斯帕罗夫).,Thegreatachievementsofartificialintelligence,Canitreplaceahumanbrainoneday?
@#@,Altificialintelligence(人工智能)Turingtest(图灵测试)patternrecognition(模式识别)expertsystems(专家系统)NeuralNetwork(神经网络),Thankyou!
@#@,