強化學習(reinforcement learning)
[1]?mittechnology review.10breakthrough technologies 2013.2014.https://.technologyreview/lists/technologies/2013/.
[2]?knight,w.reinforcement learning.2017.https://.technologyreview/s/603501/10-breakthrough-technologies-2017-reinforcement-learning/.
[3]?silver,d.,et al.mastering the game of go with deep neuraworksandtreesearch.nature,2016,529.
[4]?sutton,r.,et al.reinforcement learning.mit press,1998.
[5]?schultz,w,dayan,p & montague,pr.a neural substrate of prediction and reward.science,1997,275 (5306):1593–1599.
[6]?thorndike,e.l.,animal intelligence: an experimental study of the associative processes in animals.psychological monographs: general and applied,,1898.2(4)i-109.
[7]?bernstein,j.,marvin minsky’s vision of the future.the new yorker,1981.
[8]?minsky,m..a neural-analogue calctor based upon a probability model of reinforcement.psychologicalboratories,harvard university,cambridge,ma.1952.
[9]?bellman,r..a markovian decision process.journal of mathematicsand mechanics.1957,6.
[10] ghahramani,z..unsupervised learning,university college london,uk.2004.
[11]?kaelbling,l.p.,et al..reinforcement learning:a survey.journal of artiicial intelligence research submitted,1996,4(9995),pp.237–285.
[12]?coggan,m..exploration and exploitation in reinforcement learning.2004.
[13]?huys,q.j.m.,et al.reward-based learning,model-basedand model-free.2014.
[14]?knight,w..this factory robot learns a new job overnight.mittechnology review,2016.
[15]?knight,w..japanese robotics giant gives its arms some brains,mittechnology review,2016.
[16]?levine,s.,et al..learning hand-eye coordination for robotic grasping with deep learning andrge-scale data collection.2016.
[17]?cai,h.,etal..real-time biddingby reinforcement learningin disy advertising.2017.
[18]?mao,h.,et al..resource management with deep reinforcement learning.2017.
[19]?j.gao and r.evans.deepmind ai reduces google data centre cooling bill by 40%.2016.https://deepmind/blog/deepmind-ai-reducesgoogle-data-centre-cooling-bill-40/.
[20]?kober,j.,et al.reinforcement learning in robotics:asurvey.2013.
360°自拍(the360-degree selfie)
[1]?李文方.世界攝影史:1825—2002[m].黑龍江人民出版社,2004.
[2]?belbachir a n,schraml s,mayerhofer m,et al.a novel hdrdepth camerafor real-time3d360° panoramic vision[c]// ieee conference onputer vision and pattern recognition workshops.ieee,2014:425-432.
[3]?martinez g.3d panoramic stereo vision reconstruction[j].av akademikerveg,2014.
[4]?ritchey k j.panoramic image based virtual reality/telepresence audio-visual system and method: us 20070182812a1[p].2007.
基因療法2.0(gene therapy2.0)
[1]?friedmann t,roblin r.gene therapy for human gicdisease?science.1972nov10;178(4061):648-9.
[2]?kohn db,weinberg ki,nolta ja,heiss ln,lenarsky c,crooks gm,hanley me,at g,brooks js,el-khoureiy a,et al.engraftment of gene-modified umbilical cord blood cells in neonates with adenosine deaminase deficiency.nat med,1995, 1(10):1017-23.
[3]?stolberg sg.the biotech death of jesse gelsinger.new york times,1999.
[4]?lewis r.gene therapy’s second act.sci am,2014 , 310(3):52-7.gherapy’ssecondact.
[5]?hacein-bey-abina et al.insertional oncogenesis in 4 patients after retrovirus-mediated gene therapy of scid-x1.journal of clinical investigation,2008; doi:10.1172/jci35700.
[6]?pan jj,zhang sw,chen cb,xiao sw,sun y,liu cq,su x,li dm,xu g,xu b,lu yy.effectof.
[7]?rbinant adenovirus-p53bined with radiotherapy on long-term prognosis of advanced nasopharyngeal carcinoma.j clin oncol,2009 , 27(5):799-804.doi:10.1200/jco.2008.18.9670.
[8]?王勇.賽百諾:基因之殤.中國企業家,2009.
太陽能熱光伏電池(hot sr cells)
[1]?loubriel a.50 percent of the energy produced in germany is sr: new record[eb/ol].(2014).http://guardianlv/2014/06/50-percent-of-the-energy-produced-in-germany-is-sr-new-record/.
[2]?masson g,brunisholz m.2015 snapshot of globalphotovoltaicmarkets[r].2016.
[3]?饒毅,沈誌勳.愛因斯坦之光電效應——一個世紀的認知與創新[j].知識分子,2016.
[4]?vanguard 1[eb/ol].wikipedia,https://en.wikipedia.org/wiki/vanguard_1.
[5]?photovoltaics[eb/ol].wikipedia,https://en.wikipedia.org/wiki/photovoltaics.
[6]?renewables information (2016 edition)-key renewables trends[r].international energy agency,2016.
[7]?shockleyw,queisserhj.detailed bnce limit of effciency of p‐n junction sr cells[j].journal of applied physics,american institute of physics,1961,32(3):510–519.
[8]?林伯強.解決“棄風棄光”問題刻不容緩[eb/ol].中國證券報·中證網,2017.(2017).http://.cs/xwzx/hg/201702/t20170215_5177966.html.
[9]?劉鑒民.太陽能利用:原理·技術·工程[m].北京:電子工業出版社,2010.
[10]?biermandm,lenerta,chanwr,etal.enhanced photovoltaic energy conversion using thermally based spectralshaping[j].nature energy,2016,1(6):16068.
[11]?sr cell efficiency[eb/ol].wikipedia,https://en.wikipedia.org/wiki/sr_cell_effciency.
[12]?dimroth f,grave m,beutel p,et al.wafer bonded four-junction ga in p/ga as//ga in as p/ga in as
concentrator sr cells with 44.7% efficiency[j].progress in photovoltaics: research and applications,2014,22(3):277–282.
[13]?chandler d l.hot new sr cell[eb/ol].(2016).http://news.mit.edu/2016/hot-new-sr-cell-0523.
[14]?陳雪,宣益民.熱光伏技術基本原理與研究進展[j].半導體光電,2006(4).
[15]?bitnar b,durisch w,holzner r.thermophotovoltaics on the move to applications[j].applied energy,2013,105:430–438.
[16]?thermophotovoltaic[eb/ol].wikipedia,https://en.wikipedia.org/wiki/thermophotovoltaic.
[17]?石景文.碳納米管未來10年將大幅降低成本進入商業應用[j].工程塑料應用,2006(3).
細胞圖譜(the cell as)
[1]?gest h.thediscoveryofmicroorganismsby robert hooke and antoni van leeuwenhoek,fellows of the royal society[j].notes and records of the royal society,2004,58(2):187-201.
[2]?becker w m,kleinsmith l j,hardin j,et al.the world ofthecell[m].san francisco:benjamin cummings,2003.
[3]?robinson,richard.history of biology: cell theory and cell structure[j].advameg,inc.[2014-3-17].http://.biologyreference/gr-hi/history-of-biology-cell-theory-and-cell-structure.html.
[4]?李相堯.拉蒙·卡哈爾和神經元學說[j].生物學教學,2004,29(11):56.doi:10.3969/j.issn.1004-7549.2004.11.042.
[5]?mc grath,j.a.; eady,r.a.; pope,f.m.rook’s textbookof dermatology7th[j].ckwell publishing, 2004:3.1–3.6.isbn978-0-632-06429-8.
[6]?breitkreutz d,mirancea n,nischt r.basement membranes in skin: unique matrix structures with perse functions?[j].histochemistry and cell biology,2009,132(1):1-10.
[7]?npain c,fuchs e.epidermal stem cells of the skin[j].annu.rev.cell dev.biol.,2006,22:339-373.
[8]?belkaid y,segre ja.dialoguebetweenskinmicrobiota andimmunity[j].science,2014,346(6212):954-959.
[9]?darby i a,hewitson t d.fibrost differentiation in wound healing and fibrosis[j].international review ofcytology,2007,257:143-179.
[10]?bayreuther k,rodemann h p,hommel r,et al.human skin fibrosts in vitro differentiate along a terminal cell lineage[j].proceedings of the national academyof sciences,1988,85(14):5112-5116.
[11]?set r,wang z,rezza a,et al.an integrated transcriptome as of embryonic hair follicle progenitors,their niche,and the developing skin[j].developmentalcell,2015,34(5):577-591.
[12]?tong p l,roediger b,kolesnikoff n,et al.the skin immune as: three-dimensional analysis of cutaneous leukocyte subsets by multiphoton microscopy[j].journal of investigative dermatology,2015,135(1):84-93.
[13]?seung h s,sumbul u.neuronal cell types and connectivity: lessons from the retina[j].neuron,2014,83(6):1262-1272.
[14]?saliba a e,westermann a j,gorski s a,et al.single-cell rna-seq: advances and future challenges[j].nucleic acids research,2014,42(14):8845-8860.
[15]?kolodziejczyk a a,kim j k,svensson v,et al.the technology and biology of single-cell rna sequencing[j].molecrcell,2015,58(4):610-620.
[16]?jaitin d a,kenigsberg e,keren-shaul h,et al.massively parallel single-cell rna-seq for marker-free dposition of tissues into cell types[j].science,2014,343(6172):776-779.
[17]?treutlein b,lee q y,camp j g,et al.dissecting direct reprogramming from fibrost to neuron using single-cell rna-seq[j].nature,2016.
[18]?tang f,barbacioru c,bao s,et al.tracing the derivation of embryonic stem cells from the inner cell mass by single-cell rna-seq analysis[j].cell stem cell,2010,6(5):468-478.
[19]?saliba a e,westermann a j,gorski s a,et al.single-cell rna-seq: advances and future challenges[j].nucleic acids research,2014,42(14):8845-8860.
[20]?wu a r,neff n f,kalisky t,et al.quantitative assessmentofsingle-cell rna-sequencingmethods[j].naturemethods,2014,11(1):41-46.
[21]?tang f,barbacioru c,wang y,et al.m rna-seq whole-transcriptomeanalysisofasinglecell[j].nature methods,2009,6(5):377-382.
[22]?ramsk?ld d,luo s,wang y c,et al.full-length m rna-seqfromsingle-celllevelsof rnaandinpidual circting tumor cells[j].nature biotechnology,2012,30(8):777-782.
[23]?morris j,singh j m,eberwine j h.transcriptome analysis of single cells[j].jo ve (journal of visualized experiments),2011(50):e2634-e2634.
[24]?kang y,norris m h,zarzycki-siek j,et al.transcript amplification from single bacterium for transcriptome analysis[j].genome research,2011,21(6):925-935.
[25]?im s,kj?llquist u,moliner a,et al.highly multiplexed and strand-specific single-cell rna 5 [prime] end sequencing[j].nature protocols,2012,7(5):813-828.
[26]?hashimshony t,wagner f,sher n,et al.cel-seq: single-cell rna-seq by multiplexed linear amplification[j].cellreports,2012,2(3):666-673.
[27]?macosko e z,basu a,satija r,et al.highly parallel genome-wide expression profiling of inpidual cells using nanoliter droplets[j].cell,2015,161(5): 1202-1214.
[28]?ziegenhain c,vieth b,parekh s,etalparative analysis of single-cell rna sequencing methods[j].bio rxiv,2016:035758.
[29]?vermeulen l,todaro m,de sousa mello f,et al.single-cell cloning of colon cancer stem cells reveals a multi-lineage differentiation capacity[j].proceedings of the national academy of sciences,2008,105(36):13427-13432.
[30]?hsiao a p,barbee k d,huang x.microfluidic device for capture and istion of single cells[c]//spie nano science+ engineering.international society for opticsand photonics,2010:77590w-77590w-9.
[31]?suarez-quian c a,goldstein s r,pohida t,et alser capture microdissection of single cells fromplex tissues[j].biotechniques,1999,26(2): 328-335.
[32]?im s,zeisel a,joost s,etal.quantitativesingle-cell rna-seq with unique molecr identifiers[j].naturemethods,2014,11(2):163-166.
[33]?grun d,kester l,van oudenaarden a.validation of noise models for single-cell transcriptomics[j].naturemethods,2014,11(6):637-640.
[34]?picelli s,bj?rklund ? k,faridani o r,et al.smart-seq2 for sensitive full-length transcriptome profiling in single cells[j].nature methods,2013,10(11): 1096-1098.
[35]?sanger f,coulson a r.a rapid method for determining sequences in dna by primed synthesis with dna polymerase[j].journal of molecr biology,1975,94(3):441in19447-446in20448.
[36]?caporaso jguber cl,walters wa,etal.ultra-high-throughput microbialmunity analysis on the illumina hi seq and mi seq tforms[j].the isme journal,2012,6(8):1621-1624.
[37]?howorka s,cheley s,bayley h.sequence-specific detection of inpidual dna strands using engineered nanopores[j].nature biotechnology,2001,19(7): 636-639.
[38]?stegle o,teichmann sa,marioni jcputational andanalyticalchallengesinsingle-celltranscriptomics[j].nature reviews gics,2015,16(3):133-145.
[39]?molecr machines & industries.will theser damage the surrounding tissue?.[2014-02-13].https://.molecr-machines/support/faqs/general_faqs_mmi_cellcut_plus.
[40]?hawrylycz m j,lein e s,guillozet-bongaarts a l,et al.an anatomicallyprehensive as of the adult human brain transcriptome[j].nature,2012,489(7416):391-399.
[41]?miller j a,ding s l,sunkin s m,et al.transcriptionalndscape of the prenatal human brain[j].nature,2014,508(7495):199-206.
[42]?zechel s,zajac p,l?nnerberg p,et al.topographical transcriptome mapping of the mouse medial ganglionic eminence by spatially resolved rna-seq[j].genome biology,2014,15(10):486.
[43]?peng g,suo s,chen j,etal.spatialtranscriptomefor themolecrannotationoflineagefatesandcellidentity in mid-gastr mouse embryo[j].developmental cell,2016,36(6):681-697.
[44]?lubeck e,coskun a f,zhiyentayev t,et al.single-cell in situ rna profiling by sequential hybridization[j].naturemethods,2014,11(4):360-361.
[45]?chen k h,boettiger a n,mofftt j r,et al.spatially resolved,highly multiplexed rna profiling in single cells[j].science,2015,348(6233):aaa6090.
[46]?myers a.getting rity: hydrogel process creates transparent brain[eb/ol].(2013) [2017-03-19].http://med.stanford.edu/news/all-news/2013/04/getting-rity-hydrogel-process-creates-transparent-brain.html.
[47]?cadwell c r,psantza a,jiang x,et al.electrophysiological,transcriptomic and morphologic profiling of single neurons using patch-seq[j].nature biotechnology,2016,34(2):199-203.
[48]?sanger institute.[2017-03-19].http//.sanger.ac.uk/about/who-we-are/sanger-institute.
[49]?sangerinstitute.cellrgics[eb/ol].[2017-03-19].http://.sanger.ac.uk/science/programmes/cellr-gics.
[50]?broad institute.[2017-03-19].https://.broadinstitute.org/research-highlights-human-cell-as.
[51]?anwar y.uc berkeley to partner in $600m chan zuckerberg science‘biohub’[eb/ol].(2016)[2017-03-19].http://news.berkeley.edu/2016/09/21/biohub/.
[52]?biohub.[2017-03-19].https://czbiohub.org/projects/cell-as/.
刷臉支付(payingwith your face)
[1]?柴曉光,岑寶熾.民用指紋識別技術[m].人民郵電出版社,2004.
[2]?daugman j.how iris recognition works[j].circuits& systems for video technology ieee transactions on,2004,14(1):21-30.
[3]?y.sun,x.wang,and x.tang."deep learning face representation from predicting 10,000 sses",ieee conf.onputer vision and pattern recognition,2014,6.
[4]?hu g,yang y,yi d,et al.when face recognition meetswith deep learning:an evaluationof convolutional neuralworksfor face recognition[j].2015:384-392.
實用型量子計算機(practical quantumputers)
[1]?郭光燦.量子信息技術[j].重慶郵電大學學報(自然科學版),2010,22(05):521-525.
[2]?周正威,黃運鋒,張永生,等.量子計算的研究進展.物理學進展,2005(04):368-385.
[3]?林功偉.量子網絡的物理實現[d].中國科學技術大學,2011.
[4]?徐愛勝,王建秋,胡喜飛.量子通信安全性研究.科技風,2008(4):50.
[5]?薛飛,杜江峰,周先意,等.量子計算的物理實現.物理,2004(10):728-733.
治愈癱瘓(reversing paralysis)
[1]?wikipedia.the diving bell and the butterfly[eb/ol].(2017-03-03) [2017-03-03].https://en.wikipedia.org/wiki/the_diving_bell_and_the_butterfly.
[2]?christopher & dana reeve foundation.stats about paralysis[eb/ol].[2017-02-28].https://.christopherreeve.org/living-with-paralysis/stats-about-paralysis.
[3]?全球醫院網.我國腦中風死亡率全球第一[eb/ol].(2010-06-25) [2017-02-28].http://xinwen.qqyy/a/100625/5766.html.
[4]?u.s.national library of medicine.paralysis[eb/ol].(2017-2-22) [2017-02-28].https://medlineplus.gov/paralysis.html.
[5]?nhsplications of paralysis[eb/ol].[2014-08-28].http://.nhs.uk/conditions/paralysis/pagesplications.aspx.
[6]?nhsplications of paralysis[eb/ol].[2014-08-28].http://.nhs.uk/conditions/paralysis/pages/treatment.aspx.
[7]?wikipedia.brainputer interface[eb/ol].[2017-03-15].https://en.wikipedia.org/wiki/brainputer_interface.
[8]?national institute of deafness and othermunication disorders,cochlear imnts[eb/ol].[2017-03-06].https://.nidcd.nih.gov/health/cochlear-imnts.
[9]?wilson b s,dorman m f.cochlear imnts: a remarkable past and a brilliant future[j].hearing research,2008,242(1):3-21.
[10]?brindley g s,lewin w s.the sensations produced by electrical stimtion of the visual cortex[j].the journalofphysiology,1968,196(2):479.
[11]?dobelle w h,dejovsky m g,girvin j p.artificial vision for the blind: electrical stimtion of visual cortex offers hope for a functional prosthesis[j].science,1974,183(4123):440-444.
[12]?american academy of ophthalmology.retina prosthesis[eb/ol].[2016-09-11].http://eyewiki.org/retina_prosthesis.
[13]?rizzo iii j f.update on retinal prosthetic research:the boston retinal imnt project[j].journal of neuro-ophthalmology,2011,31(2):160-168.
[14]?stanley g b,li f f,dan y.reconstruction of natural scenesfromensembleresponsesinthteralgenicte nucleus[j].journal of neuroscience,1999,19(18): 8036-8042.
[15]?fetz e e,smith o a.operant conditioning of precentral cortical cell activity in awake monkeys[c].federation proceedings.9650 rockville pike,bethesda,md 20814-3998: federation amer soc expbiol,1969,28(2):521-&.
[16]?vidal j j.toward direct brainputermunication[j].annual review of biophysics and bioengineering,1973,2(1):157-180.
[17]?vidal j j.real-time detection of brain events in eeg[j].proceedingsofthe ieee,1977,65(5):633-641.
[18]?he b,gao s,yuan h,et al.brainputer interfaces[m].neural engineering.springer us,2013: 87-151.
[19]?adam piore,to study the brain,a doctor puts himself under the knife[eb/ol].mit technology review.(2015-11-09) [2017-2-28].https://.technologyreview/s/543246/to-study-the-brain-a-doctor-puts-himself-under-the-knife/.
[20]?bartels j,andreasen d,ehirim p,et al.neurotrophic electrode: method of assembly and imntation into human motor speech cortex[j].journal of neuroscience methods,2008,174(2): 168-176.
[21]?velliste m,perel s,spalding m c,et al.cortical control of a prosthetic arm for self-feeding[j].nature,2008,453(7198):1098-1101.
[22]?the mc gowan institute for regenerative medicine,brainputer interface technology wins breakthrough award[eb/ol].(2012-10-1) [2017-2-28].http://.mirm.pitt.edu/news-archive/brainputer-interface-technology-wins-breakthrough-award/.
[23]?o’doherty j e,lebedev m a,ifft p j,et al.active tactile exploration using a brain-machine-brain interface[j].nature,2011,479(7372):228-231.
[24]?ifft p j,shokur s,li z,et al.a brain-machine interface enables bimanual arm movements in monkeys[j].science trantional medicine,2013,5(210):210ra154-210ra154.
[25]?hochberg l r,bacher d,jarosiewicz b,et al.reach and grasp by people with tetraplegia using a neurally controlled robotic arm[j].nature,2012,485(7398): 372-375.
[26]?the wyss center.tforms[eb/ol].[2017-2-28].http://.wysscenter.ch/en/tforms/.
[27]?n rogers.brain imnt helps quadriplegic y guitar hero[eb/ol].science.(2016-04-13) [2017-2-28].http://.sciencemag.org/news/2016/04/brain-imnt-helps-quadriplegic-y-guitar-hero.
[28]?antonio regdo.paralyzed man’s arm wired to receive brain signals[eb/ol].mit technology review,(2015-10-20) [2017-2-28].https://.technologyreview/s/542581/paralyzed-mans-arm-wired-to-receive-brain-signals/.
[29]?linda geddes.first paralysed person to be ''reanimated'' offers neuroscience insights[eb/ol].nature news,(2016-4-13) [2017-2-28].http://.nature/news/first-paralysed-person-to-be-reanimated-offers-neuroscience-insights-1.19749.
[30]?erico guizzo,dean kamen''s "luke arm" prosthesis receives fda approval[eb/ol].ieee spectrum,(2014-05-13) [2017-2-28].http://spectrum.ieee.org/automaton/biomedical/bionics/dean-kamen-luke-arm-prosthesis-receives-fda-approval.
[31]?mobius bionics llc.luke arm[eb/ol].[2017-2-28].http://.mobiusbionics/the-luke-arm.html.
[32]?flesher s n,collinger j l,foldes s t,et al.intracorticalmicrostimtion of human somatosensory cortex[j].science trantional medicine,2016,8(361):361ra141-361ra141.
[33]?hannah devlin.mind-controlled robot arm gives backsenseoftouchtoparalysedman[eb/ol].guardian news and media,(2016-10-13) [2017-2-28].https://.theguardian/science/2016/oct/13/mind-controlled-robot-arm-gives-back-sense-of-touch-to-paralysed-man.
[34]?university of of minnesota.umn research shows peoplecancontrolroboticarmwiththeirminds.(2016-12-14) [2017-2-28].https://twin-cities.umn.edu/news-events/umn-research-shows-people-can-control-robotic-arm-their-minds.
[35]?capogrosso m,milekovic t,borton d,et al.a brain–spine interface alleviating gait deficits after spinal cord injury in primates[j].nature,2016,539(7628):284-288.
[36]?david cyranoski.brain imnts allow paralysed monkeys to walk[eb/ol].nature new,(2016-11-09) [2017-2-28].http://.nature/news/brain-imnts-allow-paralysed-monkeys-to-walk-1.20967.
[37]?bulárka s,gontean a.brainputer interface review[c]//electronics and telmunications (isetc),2016 12th ieee international symposium on.ieee,2016:219-222.
[38]?wikipedia.electroencephalography[eb/ol].[2017-02-28].https://en.wikipedia.org/wiki/electroencephalography
[39]?liew s l,santarnhi e,buch e r,et al.non-invasive brain stimtion in neurorehabilitation: local anddistanteffectsformotorrecovery[j].2014.
[40]?wikipedia.functional maic resonance imaging[eb/ol].(2017-03-04) [2017-02-28].https://en.wikipedia.org/wiki/functional_maic_resonance_imaging.
[41]?lebedev m a,nicolelis m a l.brain–machine interfaces: past,present and future[j].trends in neurosciences,2006,29(9):536-546.
[42]?he b,gao s,yuan h,et al.brainputer interfaces[m].neural engineering.springer us,2013:87-151.
[43]?john travis.robo-suit and virtual reality reverse some paralysis in people with spinal cord injuries[eb/ol].american association for the advancement of science,(2016-08-11) [2017-02-28].http://.sciencemag.org/news/2016/08/robo-suit-and-virtual-reality-reverse-some-paralysis-people-spinal-cord-injuries.
[44]?bruce goldman.brainputer interface advance allows fast,urate typing by people with paralysis[eb/ol].stanford medicine,(2017-02-21) [2017-02-28].http://med.stanford.edu/news/all-news/2017/02/brainputer-interface-allows-fast-urate-typing-by-people-with-paralysis.html.
[45]?pandarinath c,nuyujukian p,be ch,etal.high performancemunication by people with paralysis using an intracortical brainputer interface[j].e life,2017,6:e18554.
[46]?grand view research inc,global brainputer interface market analysis by product to 2022[eb/ol].(2016-07) [2017-02-28].http://.grandviewresearch/industry-analysis/brainputer-interfaces-market.
[47]?grand view research inc,brainputer interface (bci) market analysis by product (invasive,partially invasive,non-invasive brainputer interface)by application,by end-use(medical,military) is expected to research usd 1.73 billion by 2022[eb/ol].(2016-07).http://.grandviewresearch/press-release/global-brainputers-interface-market.
[48]?markets and markets,brainputer interface market- by technology [bit brain,brain up,brain gate,emotiv,electroencephalography (eeg),direct neural interface (dni),synthetic telepathy interface (sti)]- worldwide market forecast and analysis (2014-2019)[eb/ol].http://.marketsandmarkets/market-reports/brainputer-interface-market-64821525.html.
[49]?bulárka s,gontean a.brainputer interface review[c].electronics and telmunications (isetc),2016 12th ieee international symposium on.ieee,2016:219-222.
[50]?dekaresearch&development corp.innovations[eb/ol].[2017-02-28].http://.dekaresearch/innovations/.
[51]?hector morales.toyota and deka bring back the i bot.pulse headlines[eb/ol].(2016-05-23) [2017-02-28].http://.pulseheadlines/toyota-deka-bring-ibot/32330/.
[52]?emotiv inc.brainwear wireless eeg technology[eb/ol].[2017-02-28].https://.emotiv.
[53]?mind maze.[2017-02-28].https://.mindmaze.
[54]?brain robotics.appearance customization[eb/ol].[2017-02-28].http://brainrobotics.
[55]?gust.neurolutionspany summary[eb/ol].[2017-02-28].https://gustpanies/neurolutions.
[56]?neuro pace.the rns system - designed to prevent seizures at their source[eb/ol].[2017-02-28].http://.neuropace.
[57]?neurosky.eeg & ecg biosensor solutions[eb/ol].[2017-02-28].http://neurosky.
[58]?kickstarter.open bci: an open source brainputer interface for makers[eb/ol].[2017-02-28].https://.kickstarter/projects/openbci/openbci-an-open-source-brainputer-interface-fo.
[59]?cadwell industries inc.[2017-02-28].https://.cadwell.
[60]?brain co.[2017-02-28].http://.brainco.tech/#/.
[61]?interaxon.muse makes meditation easy[eb/ol].[2017-02-28].http://.choosemuse.
[62]?crunchbase inc.[2017-02-28].https://.crunchbase/organization/kernel-co#/entity.
[63]?cyberkics.brain gate: turning thoughts into action[eb/ol].[2017-02-28].http://cyberkics.
[64]?tom simonite.this technology could finally make brain imnts practical[eb/ol].mittechnology review,(2017-02-09) [2017-02-28].https://.technologyreview/s/603602/this-technology-could-finally-make-brain-imnts-practical/.
[65]?susan young rojahn.fda approval for robotic arm controlled by muscle activity[eb/ol].mit technology review,(2014-05-12) [2017-02-28].https://.technologyreview/s/527256/fda-approval-for-robotic-arm-controlled-by-muscle-activity/.
[66]?kevin warwick.the future of artificial intelligence and cybeics[eb/ol].mit technology review,(2016-11-10) [2017-02-28].https://.technologyreview/s/602830/the-future-of-artificial-intelligence-and-cybeics/.
僵屍物聯網(bosof things)
[1]?dave evans.the inte of things:how the next evolution of the inte is changing everything is changing everything-cisco white paper[r/ol].(2011-04).http://.cisco/c/dam/en_us/about/ac79/docs/innov/io t_ibsg_0411final.pdf
[2]?atamli a w,martin a.threat-based security analysis for the inte of things.2014 international workshop on secure inte of things[c].wrow,pnd.
[3]?covington m,carskadden r.threat implications of the inte of things.5th international conference in cyber conflict, proceedings 2013[c].tallinn.ieee 978-9949-9211-4-0.
[4]?benabdessalem r,hamdi m,kim t h.a survey on security models,techniques,and tools for the inte of things: 2014 7th international conference on advanced software engineering and its applications[c].hainan,china.ieee978-1-4799-7761-1
[5]?qiang c,quan g,yu b.research on security issues of the inte of things.international journal of future generationmunication andworking[j].2013,6(6):1-10.http://dx.doi.org/10.14257/ijf.2013.6.6.01.
[6]?leo m,battisti f,carli m.a federated architecture approach for inte of things security: 2014 euro med telco conference (emtc)[c].naples.aict 978-8-8872-3720-7.
[7]?granjal j,monteiro e,silva j s.security for the inte of things: a survey of existing protocols and open research issues[j].ieeemunication surveys & tutorials,vol.17,no.3,third quarter2015.ieee1553-877x.
[8]?mahmoud r,yousuf t,aloul f.inteofthings(io t) security: current status,challenges and prospective measures.2015 10th international conference for inte technologyand secured transactions(icitst) [c].london,united kingdom.ieee978-1-908320-52-0.
[9]?wind river.security in inte of things: lessons from the past for the connected future[z].white paper,[2017-3].https://.windriver/whitepapers/security-in-the-inte-of-things/wr_security-in-the-inte-of-things.pdf.
[10]?cisco: cisco io t security: mitigate risk,simplifypliance,and build trust[z].white paper,[2017-3].https://.cisco/c/dam/en/us/products/coteral/se/inte-of-things/iot-system-security-wp.pdf.
[1]?mittechnology review.10breakthrough technologies 2013.2014.https://.technologyreview/lists/technologies/2013/.
[2]?knight,w.reinforcement learning.2017.https://.technologyreview/s/603501/10-breakthrough-technologies-2017-reinforcement-learning/.
[3]?silver,d.,et al.mastering the game of go with deep neuraworksandtreesearch.nature,2016,529.
[4]?sutton,r.,et al.reinforcement learning.mit press,1998.
[5]?schultz,w,dayan,p & montague,pr.a neural substrate of prediction and reward.science,1997,275 (5306):1593–1599.
[6]?thorndike,e.l.,animal intelligence: an experimental study of the associative processes in animals.psychological monographs: general and applied,,1898.2(4)i-109.
[7]?bernstein,j.,marvin minsky’s vision of the future.the new yorker,1981.
[8]?minsky,m..a neural-analogue calctor based upon a probability model of reinforcement.psychologicalboratories,harvard university,cambridge,ma.1952.
[9]?bellman,r..a markovian decision process.journal of mathematicsand mechanics.1957,6.
[10] ghahramani,z..unsupervised learning,university college london,uk.2004.
[11]?kaelbling,l.p.,et al..reinforcement learning:a survey.journal of artiicial intelligence research submitted,1996,4(9995),pp.237–285.
[12]?coggan,m..exploration and exploitation in reinforcement learning.2004.
[13]?huys,q.j.m.,et al.reward-based learning,model-basedand model-free.2014.
[14]?knight,w..this factory robot learns a new job overnight.mittechnology review,2016.
[15]?knight,w..japanese robotics giant gives its arms some brains,mittechnology review,2016.
[16]?levine,s.,et al..learning hand-eye coordination for robotic grasping with deep learning andrge-scale data collection.2016.
[17]?cai,h.,etal..real-time biddingby reinforcement learningin disy advertising.2017.
[18]?mao,h.,et al..resource management with deep reinforcement learning.2017.
[19]?j.gao and r.evans.deepmind ai reduces google data centre cooling bill by 40%.2016.https://deepmind/blog/deepmind-ai-reducesgoogle-data-centre-cooling-bill-40/.
[20]?kober,j.,et al.reinforcement learning in robotics:asurvey.2013.
360°自拍(the360-degree selfie)
[1]?李文方.世界攝影史:1825—2002[m].黑龍江人民出版社,2004.
[2]?belbachir a n,schraml s,mayerhofer m,et al.a novel hdrdepth camerafor real-time3d360° panoramic vision[c]// ieee conference onputer vision and pattern recognition workshops.ieee,2014:425-432.
[3]?martinez g.3d panoramic stereo vision reconstruction[j].av akademikerveg,2014.
[4]?ritchey k j.panoramic image based virtual reality/telepresence audio-visual system and method: us 20070182812a1[p].2007.
基因療法2.0(gene therapy2.0)
[1]?friedmann t,roblin r.gene therapy for human gicdisease?science.1972nov10;178(4061):648-9.
[2]?kohn db,weinberg ki,nolta ja,heiss ln,lenarsky c,crooks gm,hanley me,at g,brooks js,el-khoureiy a,et al.engraftment of gene-modified umbilical cord blood cells in neonates with adenosine deaminase deficiency.nat med,1995, 1(10):1017-23.
[3]?stolberg sg.the biotech death of jesse gelsinger.new york times,1999.
[4]?lewis r.gene therapy’s second act.sci am,2014 , 310(3):52-7.gherapy’ssecondact.
[5]?hacein-bey-abina et al.insertional oncogenesis in 4 patients after retrovirus-mediated gene therapy of scid-x1.journal of clinical investigation,2008; doi:10.1172/jci35700.
[6]?pan jj,zhang sw,chen cb,xiao sw,sun y,liu cq,su x,li dm,xu g,xu b,lu yy.effectof.
[7]?rbinant adenovirus-p53bined with radiotherapy on long-term prognosis of advanced nasopharyngeal carcinoma.j clin oncol,2009 , 27(5):799-804.doi:10.1200/jco.2008.18.9670.
[8]?王勇.賽百諾:基因之殤.中國企業家,2009.
太陽能熱光伏電池(hot sr cells)
[1]?loubriel a.50 percent of the energy produced in germany is sr: new record[eb/ol].(2014).http://guardianlv/2014/06/50-percent-of-the-energy-produced-in-germany-is-sr-new-record/.
[2]?masson g,brunisholz m.2015 snapshot of globalphotovoltaicmarkets[r].2016.
[3]?饒毅,沈誌勳.愛因斯坦之光電效應——一個世紀的認知與創新[j].知識分子,2016.
[4]?vanguard 1[eb/ol].wikipedia,https://en.wikipedia.org/wiki/vanguard_1.
[5]?photovoltaics[eb/ol].wikipedia,https://en.wikipedia.org/wiki/photovoltaics.
[6]?renewables information (2016 edition)-key renewables trends[r].international energy agency,2016.
[7]?shockleyw,queisserhj.detailed bnce limit of effciency of p‐n junction sr cells[j].journal of applied physics,american institute of physics,1961,32(3):510–519.
[8]?林伯強.解決“棄風棄光”問題刻不容緩[eb/ol].中國證券報·中證網,2017.(2017).http://.cs/xwzx/hg/201702/t20170215_5177966.html.
[9]?劉鑒民.太陽能利用:原理·技術·工程[m].北京:電子工業出版社,2010.
[10]?biermandm,lenerta,chanwr,etal.enhanced photovoltaic energy conversion using thermally based spectralshaping[j].nature energy,2016,1(6):16068.
[11]?sr cell efficiency[eb/ol].wikipedia,https://en.wikipedia.org/wiki/sr_cell_effciency.
[12]?dimroth f,grave m,beutel p,et al.wafer bonded four-junction ga in p/ga as//ga in as p/ga in as
concentrator sr cells with 44.7% efficiency[j].progress in photovoltaics: research and applications,2014,22(3):277–282.
[13]?chandler d l.hot new sr cell[eb/ol].(2016).http://news.mit.edu/2016/hot-new-sr-cell-0523.
[14]?陳雪,宣益民.熱光伏技術基本原理與研究進展[j].半導體光電,2006(4).
[15]?bitnar b,durisch w,holzner r.thermophotovoltaics on the move to applications[j].applied energy,2013,105:430–438.
[16]?thermophotovoltaic[eb/ol].wikipedia,https://en.wikipedia.org/wiki/thermophotovoltaic.
[17]?石景文.碳納米管未來10年將大幅降低成本進入商業應用[j].工程塑料應用,2006(3).
細胞圖譜(the cell as)
[1]?gest h.thediscoveryofmicroorganismsby robert hooke and antoni van leeuwenhoek,fellows of the royal society[j].notes and records of the royal society,2004,58(2):187-201.
[2]?becker w m,kleinsmith l j,hardin j,et al.the world ofthecell[m].san francisco:benjamin cummings,2003.
[3]?robinson,richard.history of biology: cell theory and cell structure[j].advameg,inc.[2014-3-17].http://.biologyreference/gr-hi/history-of-biology-cell-theory-and-cell-structure.html.
[4]?李相堯.拉蒙·卡哈爾和神經元學說[j].生物學教學,2004,29(11):56.doi:10.3969/j.issn.1004-7549.2004.11.042.
[5]?mc grath,j.a.; eady,r.a.; pope,f.m.rook’s textbookof dermatology7th[j].ckwell publishing, 2004:3.1–3.6.isbn978-0-632-06429-8.
[6]?breitkreutz d,mirancea n,nischt r.basement membranes in skin: unique matrix structures with perse functions?[j].histochemistry and cell biology,2009,132(1):1-10.
[7]?npain c,fuchs e.epidermal stem cells of the skin[j].annu.rev.cell dev.biol.,2006,22:339-373.
[8]?belkaid y,segre ja.dialoguebetweenskinmicrobiota andimmunity[j].science,2014,346(6212):954-959.
[9]?darby i a,hewitson t d.fibrost differentiation in wound healing and fibrosis[j].international review ofcytology,2007,257:143-179.
[10]?bayreuther k,rodemann h p,hommel r,et al.human skin fibrosts in vitro differentiate along a terminal cell lineage[j].proceedings of the national academyof sciences,1988,85(14):5112-5116.
[11]?set r,wang z,rezza a,et al.an integrated transcriptome as of embryonic hair follicle progenitors,their niche,and the developing skin[j].developmentalcell,2015,34(5):577-591.
[12]?tong p l,roediger b,kolesnikoff n,et al.the skin immune as: three-dimensional analysis of cutaneous leukocyte subsets by multiphoton microscopy[j].journal of investigative dermatology,2015,135(1):84-93.
[13]?seung h s,sumbul u.neuronal cell types and connectivity: lessons from the retina[j].neuron,2014,83(6):1262-1272.
[14]?saliba a e,westermann a j,gorski s a,et al.single-cell rna-seq: advances and future challenges[j].nucleic acids research,2014,42(14):8845-8860.
[15]?kolodziejczyk a a,kim j k,svensson v,et al.the technology and biology of single-cell rna sequencing[j].molecrcell,2015,58(4):610-620.
[16]?jaitin d a,kenigsberg e,keren-shaul h,et al.massively parallel single-cell rna-seq for marker-free dposition of tissues into cell types[j].science,2014,343(6172):776-779.
[17]?treutlein b,lee q y,camp j g,et al.dissecting direct reprogramming from fibrost to neuron using single-cell rna-seq[j].nature,2016.
[18]?tang f,barbacioru c,bao s,et al.tracing the derivation of embryonic stem cells from the inner cell mass by single-cell rna-seq analysis[j].cell stem cell,2010,6(5):468-478.
[19]?saliba a e,westermann a j,gorski s a,et al.single-cell rna-seq: advances and future challenges[j].nucleic acids research,2014,42(14):8845-8860.
[20]?wu a r,neff n f,kalisky t,et al.quantitative assessmentofsingle-cell rna-sequencingmethods[j].naturemethods,2014,11(1):41-46.
[21]?tang f,barbacioru c,wang y,et al.m rna-seq whole-transcriptomeanalysisofasinglecell[j].nature methods,2009,6(5):377-382.
[22]?ramsk?ld d,luo s,wang y c,et al.full-length m rna-seqfromsingle-celllevelsof rnaandinpidual circting tumor cells[j].nature biotechnology,2012,30(8):777-782.
[23]?morris j,singh j m,eberwine j h.transcriptome analysis of single cells[j].jo ve (journal of visualized experiments),2011(50):e2634-e2634.
[24]?kang y,norris m h,zarzycki-siek j,et al.transcript amplification from single bacterium for transcriptome analysis[j].genome research,2011,21(6):925-935.
[25]?im s,kj?llquist u,moliner a,et al.highly multiplexed and strand-specific single-cell rna 5 [prime] end sequencing[j].nature protocols,2012,7(5):813-828.
[26]?hashimshony t,wagner f,sher n,et al.cel-seq: single-cell rna-seq by multiplexed linear amplification[j].cellreports,2012,2(3):666-673.
[27]?macosko e z,basu a,satija r,et al.highly parallel genome-wide expression profiling of inpidual cells using nanoliter droplets[j].cell,2015,161(5): 1202-1214.
[28]?ziegenhain c,vieth b,parekh s,etalparative analysis of single-cell rna sequencing methods[j].bio rxiv,2016:035758.
[29]?vermeulen l,todaro m,de sousa mello f,et al.single-cell cloning of colon cancer stem cells reveals a multi-lineage differentiation capacity[j].proceedings of the national academy of sciences,2008,105(36):13427-13432.
[30]?hsiao a p,barbee k d,huang x.microfluidic device for capture and istion of single cells[c]//spie nano science+ engineering.international society for opticsand photonics,2010:77590w-77590w-9.
[31]?suarez-quian c a,goldstein s r,pohida t,et alser capture microdissection of single cells fromplex tissues[j].biotechniques,1999,26(2): 328-335.
[32]?im s,zeisel a,joost s,etal.quantitativesingle-cell rna-seq with unique molecr identifiers[j].naturemethods,2014,11(2):163-166.
[33]?grun d,kester l,van oudenaarden a.validation of noise models for single-cell transcriptomics[j].naturemethods,2014,11(6):637-640.
[34]?picelli s,bj?rklund ? k,faridani o r,et al.smart-seq2 for sensitive full-length transcriptome profiling in single cells[j].nature methods,2013,10(11): 1096-1098.
[35]?sanger f,coulson a r.a rapid method for determining sequences in dna by primed synthesis with dna polymerase[j].journal of molecr biology,1975,94(3):441in19447-446in20448.
[36]?caporaso jguber cl,walters wa,etal.ultra-high-throughput microbialmunity analysis on the illumina hi seq and mi seq tforms[j].the isme journal,2012,6(8):1621-1624.
[37]?howorka s,cheley s,bayley h.sequence-specific detection of inpidual dna strands using engineered nanopores[j].nature biotechnology,2001,19(7): 636-639.
[38]?stegle o,teichmann sa,marioni jcputational andanalyticalchallengesinsingle-celltranscriptomics[j].nature reviews gics,2015,16(3):133-145.
[39]?molecr machines & industries.will theser damage the surrounding tissue?.[2014-02-13].https://.molecr-machines/support/faqs/general_faqs_mmi_cellcut_plus.
[40]?hawrylycz m j,lein e s,guillozet-bongaarts a l,et al.an anatomicallyprehensive as of the adult human brain transcriptome[j].nature,2012,489(7416):391-399.
[41]?miller j a,ding s l,sunkin s m,et al.transcriptionalndscape of the prenatal human brain[j].nature,2014,508(7495):199-206.
[42]?zechel s,zajac p,l?nnerberg p,et al.topographical transcriptome mapping of the mouse medial ganglionic eminence by spatially resolved rna-seq[j].genome biology,2014,15(10):486.
[43]?peng g,suo s,chen j,etal.spatialtranscriptomefor themolecrannotationoflineagefatesandcellidentity in mid-gastr mouse embryo[j].developmental cell,2016,36(6):681-697.
[44]?lubeck e,coskun a f,zhiyentayev t,et al.single-cell in situ rna profiling by sequential hybridization[j].naturemethods,2014,11(4):360-361.
[45]?chen k h,boettiger a n,mofftt j r,et al.spatially resolved,highly multiplexed rna profiling in single cells[j].science,2015,348(6233):aaa6090.
[46]?myers a.getting rity: hydrogel process creates transparent brain[eb/ol].(2013) [2017-03-19].http://med.stanford.edu/news/all-news/2013/04/getting-rity-hydrogel-process-creates-transparent-brain.html.
[47]?cadwell c r,psantza a,jiang x,et al.electrophysiological,transcriptomic and morphologic profiling of single neurons using patch-seq[j].nature biotechnology,2016,34(2):199-203.
[48]?sanger institute.[2017-03-19].http//.sanger.ac.uk/about/who-we-are/sanger-institute.
[49]?sangerinstitute.cellrgics[eb/ol].[2017-03-19].http://.sanger.ac.uk/science/programmes/cellr-gics.
[50]?broad institute.[2017-03-19].https://.broadinstitute.org/research-highlights-human-cell-as.
[51]?anwar y.uc berkeley to partner in $600m chan zuckerberg science‘biohub’[eb/ol].(2016)[2017-03-19].http://news.berkeley.edu/2016/09/21/biohub/.
[52]?biohub.[2017-03-19].https://czbiohub.org/projects/cell-as/.
刷臉支付(payingwith your face)
[1]?柴曉光,岑寶熾.民用指紋識別技術[m].人民郵電出版社,2004.
[2]?daugman j.how iris recognition works[j].circuits& systems for video technology ieee transactions on,2004,14(1):21-30.
[3]?y.sun,x.wang,and x.tang."deep learning face representation from predicting 10,000 sses",ieee conf.onputer vision and pattern recognition,2014,6.
[4]?hu g,yang y,yi d,et al.when face recognition meetswith deep learning:an evaluationof convolutional neuralworksfor face recognition[j].2015:384-392.
實用型量子計算機(practical quantumputers)
[1]?郭光燦.量子信息技術[j].重慶郵電大學學報(自然科學版),2010,22(05):521-525.
[2]?周正威,黃運鋒,張永生,等.量子計算的研究進展.物理學進展,2005(04):368-385.
[3]?林功偉.量子網絡的物理實現[d].中國科學技術大學,2011.
[4]?徐愛勝,王建秋,胡喜飛.量子通信安全性研究.科技風,2008(4):50.
[5]?薛飛,杜江峰,周先意,等.量子計算的物理實現.物理,2004(10):728-733.
治愈癱瘓(reversing paralysis)
[1]?wikipedia.the diving bell and the butterfly[eb/ol].(2017-03-03) [2017-03-03].https://en.wikipedia.org/wiki/the_diving_bell_and_the_butterfly.
[2]?christopher & dana reeve foundation.stats about paralysis[eb/ol].[2017-02-28].https://.christopherreeve.org/living-with-paralysis/stats-about-paralysis.
[3]?全球醫院網.我國腦中風死亡率全球第一[eb/ol].(2010-06-25) [2017-02-28].http://xinwen.qqyy/a/100625/5766.html.
[4]?u.s.national library of medicine.paralysis[eb/ol].(2017-2-22) [2017-02-28].https://medlineplus.gov/paralysis.html.
[5]?nhsplications of paralysis[eb/ol].[2014-08-28].http://.nhs.uk/conditions/paralysis/pagesplications.aspx.
[6]?nhsplications of paralysis[eb/ol].[2014-08-28].http://.nhs.uk/conditions/paralysis/pages/treatment.aspx.
[7]?wikipedia.brainputer interface[eb/ol].[2017-03-15].https://en.wikipedia.org/wiki/brainputer_interface.
[8]?national institute of deafness and othermunication disorders,cochlear imnts[eb/ol].[2017-03-06].https://.nidcd.nih.gov/health/cochlear-imnts.
[9]?wilson b s,dorman m f.cochlear imnts: a remarkable past and a brilliant future[j].hearing research,2008,242(1):3-21.
[10]?brindley g s,lewin w s.the sensations produced by electrical stimtion of the visual cortex[j].the journalofphysiology,1968,196(2):479.
[11]?dobelle w h,dejovsky m g,girvin j p.artificial vision for the blind: electrical stimtion of visual cortex offers hope for a functional prosthesis[j].science,1974,183(4123):440-444.
[12]?american academy of ophthalmology.retina prosthesis[eb/ol].[2016-09-11].http://eyewiki.org/retina_prosthesis.
[13]?rizzo iii j f.update on retinal prosthetic research:the boston retinal imnt project[j].journal of neuro-ophthalmology,2011,31(2):160-168.
[14]?stanley g b,li f f,dan y.reconstruction of natural scenesfromensembleresponsesinthteralgenicte nucleus[j].journal of neuroscience,1999,19(18): 8036-8042.
[15]?fetz e e,smith o a.operant conditioning of precentral cortical cell activity in awake monkeys[c].federation proceedings.9650 rockville pike,bethesda,md 20814-3998: federation amer soc expbiol,1969,28(2):521-&.
[16]?vidal j j.toward direct brainputermunication[j].annual review of biophysics and bioengineering,1973,2(1):157-180.
[17]?vidal j j.real-time detection of brain events in eeg[j].proceedingsofthe ieee,1977,65(5):633-641.
[18]?he b,gao s,yuan h,et al.brainputer interfaces[m].neural engineering.springer us,2013: 87-151.
[19]?adam piore,to study the brain,a doctor puts himself under the knife[eb/ol].mit technology review.(2015-11-09) [2017-2-28].https://.technologyreview/s/543246/to-study-the-brain-a-doctor-puts-himself-under-the-knife/.
[20]?bartels j,andreasen d,ehirim p,et al.neurotrophic electrode: method of assembly and imntation into human motor speech cortex[j].journal of neuroscience methods,2008,174(2): 168-176.
[21]?velliste m,perel s,spalding m c,et al.cortical control of a prosthetic arm for self-feeding[j].nature,2008,453(7198):1098-1101.
[22]?the mc gowan institute for regenerative medicine,brainputer interface technology wins breakthrough award[eb/ol].(2012-10-1) [2017-2-28].http://.mirm.pitt.edu/news-archive/brainputer-interface-technology-wins-breakthrough-award/.
[23]?o’doherty j e,lebedev m a,ifft p j,et al.active tactile exploration using a brain-machine-brain interface[j].nature,2011,479(7372):228-231.
[24]?ifft p j,shokur s,li z,et al.a brain-machine interface enables bimanual arm movements in monkeys[j].science trantional medicine,2013,5(210):210ra154-210ra154.
[25]?hochberg l r,bacher d,jarosiewicz b,et al.reach and grasp by people with tetraplegia using a neurally controlled robotic arm[j].nature,2012,485(7398): 372-375.
[26]?the wyss center.tforms[eb/ol].[2017-2-28].http://.wysscenter.ch/en/tforms/.
[27]?n rogers.brain imnt helps quadriplegic y guitar hero[eb/ol].science.(2016-04-13) [2017-2-28].http://.sciencemag.org/news/2016/04/brain-imnt-helps-quadriplegic-y-guitar-hero.
[28]?antonio regdo.paralyzed man’s arm wired to receive brain signals[eb/ol].mit technology review,(2015-10-20) [2017-2-28].https://.technologyreview/s/542581/paralyzed-mans-arm-wired-to-receive-brain-signals/.
[29]?linda geddes.first paralysed person to be ''reanimated'' offers neuroscience insights[eb/ol].nature news,(2016-4-13) [2017-2-28].http://.nature/news/first-paralysed-person-to-be-reanimated-offers-neuroscience-insights-1.19749.
[30]?erico guizzo,dean kamen''s "luke arm" prosthesis receives fda approval[eb/ol].ieee spectrum,(2014-05-13) [2017-2-28].http://spectrum.ieee.org/automaton/biomedical/bionics/dean-kamen-luke-arm-prosthesis-receives-fda-approval.
[31]?mobius bionics llc.luke arm[eb/ol].[2017-2-28].http://.mobiusbionics/the-luke-arm.html.
[32]?flesher s n,collinger j l,foldes s t,et al.intracorticalmicrostimtion of human somatosensory cortex[j].science trantional medicine,2016,8(361):361ra141-361ra141.
[33]?hannah devlin.mind-controlled robot arm gives backsenseoftouchtoparalysedman[eb/ol].guardian news and media,(2016-10-13) [2017-2-28].https://.theguardian/science/2016/oct/13/mind-controlled-robot-arm-gives-back-sense-of-touch-to-paralysed-man.
[34]?university of of minnesota.umn research shows peoplecancontrolroboticarmwiththeirminds.(2016-12-14) [2017-2-28].https://twin-cities.umn.edu/news-events/umn-research-shows-people-can-control-robotic-arm-their-minds.
[35]?capogrosso m,milekovic t,borton d,et al.a brain–spine interface alleviating gait deficits after spinal cord injury in primates[j].nature,2016,539(7628):284-288.
[36]?david cyranoski.brain imnts allow paralysed monkeys to walk[eb/ol].nature new,(2016-11-09) [2017-2-28].http://.nature/news/brain-imnts-allow-paralysed-monkeys-to-walk-1.20967.
[37]?bulárka s,gontean a.brainputer interface review[c]//electronics and telmunications (isetc),2016 12th ieee international symposium on.ieee,2016:219-222.
[38]?wikipedia.electroencephalography[eb/ol].[2017-02-28].https://en.wikipedia.org/wiki/electroencephalography
[39]?liew s l,santarnhi e,buch e r,et al.non-invasive brain stimtion in neurorehabilitation: local anddistanteffectsformotorrecovery[j].2014.
[40]?wikipedia.functional maic resonance imaging[eb/ol].(2017-03-04) [2017-02-28].https://en.wikipedia.org/wiki/functional_maic_resonance_imaging.
[41]?lebedev m a,nicolelis m a l.brain–machine interfaces: past,present and future[j].trends in neurosciences,2006,29(9):536-546.
[42]?he b,gao s,yuan h,et al.brainputer interfaces[m].neural engineering.springer us,2013:87-151.
[43]?john travis.robo-suit and virtual reality reverse some paralysis in people with spinal cord injuries[eb/ol].american association for the advancement of science,(2016-08-11) [2017-02-28].http://.sciencemag.org/news/2016/08/robo-suit-and-virtual-reality-reverse-some-paralysis-people-spinal-cord-injuries.
[44]?bruce goldman.brainputer interface advance allows fast,urate typing by people with paralysis[eb/ol].stanford medicine,(2017-02-21) [2017-02-28].http://med.stanford.edu/news/all-news/2017/02/brainputer-interface-allows-fast-urate-typing-by-people-with-paralysis.html.
[45]?pandarinath c,nuyujukian p,be ch,etal.high performancemunication by people with paralysis using an intracortical brainputer interface[j].e life,2017,6:e18554.
[46]?grand view research inc,global brainputer interface market analysis by product to 2022[eb/ol].(2016-07) [2017-02-28].http://.grandviewresearch/industry-analysis/brainputer-interfaces-market.
[47]?grand view research inc,brainputer interface (bci) market analysis by product (invasive,partially invasive,non-invasive brainputer interface)by application,by end-use(medical,military) is expected to research usd 1.73 billion by 2022[eb/ol].(2016-07).http://.grandviewresearch/press-release/global-brainputers-interface-market.
[48]?markets and markets,brainputer interface market- by technology [bit brain,brain up,brain gate,emotiv,electroencephalography (eeg),direct neural interface (dni),synthetic telepathy interface (sti)]- worldwide market forecast and analysis (2014-2019)[eb/ol].http://.marketsandmarkets/market-reports/brainputer-interface-market-64821525.html.
[49]?bulárka s,gontean a.brainputer interface review[c].electronics and telmunications (isetc),2016 12th ieee international symposium on.ieee,2016:219-222.
[50]?dekaresearch&development corp.innovations[eb/ol].[2017-02-28].http://.dekaresearch/innovations/.
[51]?hector morales.toyota and deka bring back the i bot.pulse headlines[eb/ol].(2016-05-23) [2017-02-28].http://.pulseheadlines/toyota-deka-bring-ibot/32330/.
[52]?emotiv inc.brainwear wireless eeg technology[eb/ol].[2017-02-28].https://.emotiv.
[53]?mind maze.[2017-02-28].https://.mindmaze.
[54]?brain robotics.appearance customization[eb/ol].[2017-02-28].http://brainrobotics.
[55]?gust.neurolutionspany summary[eb/ol].[2017-02-28].https://gustpanies/neurolutions.
[56]?neuro pace.the rns system - designed to prevent seizures at their source[eb/ol].[2017-02-28].http://.neuropace.
[57]?neurosky.eeg & ecg biosensor solutions[eb/ol].[2017-02-28].http://neurosky.
[58]?kickstarter.open bci: an open source brainputer interface for makers[eb/ol].[2017-02-28].https://.kickstarter/projects/openbci/openbci-an-open-source-brainputer-interface-fo.
[59]?cadwell industries inc.[2017-02-28].https://.cadwell.
[60]?brain co.[2017-02-28].http://.brainco.tech/#/.
[61]?interaxon.muse makes meditation easy[eb/ol].[2017-02-28].http://.choosemuse.
[62]?crunchbase inc.[2017-02-28].https://.crunchbase/organization/kernel-co#/entity.
[63]?cyberkics.brain gate: turning thoughts into action[eb/ol].[2017-02-28].http://cyberkics.
[64]?tom simonite.this technology could finally make brain imnts practical[eb/ol].mittechnology review,(2017-02-09) [2017-02-28].https://.technologyreview/s/603602/this-technology-could-finally-make-brain-imnts-practical/.
[65]?susan young rojahn.fda approval for robotic arm controlled by muscle activity[eb/ol].mit technology review,(2014-05-12) [2017-02-28].https://.technologyreview/s/527256/fda-approval-for-robotic-arm-controlled-by-muscle-activity/.
[66]?kevin warwick.the future of artificial intelligence and cybeics[eb/ol].mit technology review,(2016-11-10) [2017-02-28].https://.technologyreview/s/602830/the-future-of-artificial-intelligence-and-cybeics/.
僵屍物聯網(bosof things)
[1]?dave evans.the inte of things:how the next evolution of the inte is changing everything is changing everything-cisco white paper[r/ol].(2011-04).http://.cisco/c/dam/en_us/about/ac79/docs/innov/io t_ibsg_0411final.pdf
[2]?atamli a w,martin a.threat-based security analysis for the inte of things.2014 international workshop on secure inte of things[c].wrow,pnd.
[3]?covington m,carskadden r.threat implications of the inte of things.5th international conference in cyber conflict, proceedings 2013[c].tallinn.ieee 978-9949-9211-4-0.
[4]?benabdessalem r,hamdi m,kim t h.a survey on security models,techniques,and tools for the inte of things: 2014 7th international conference on advanced software engineering and its applications[c].hainan,china.ieee978-1-4799-7761-1
[5]?qiang c,quan g,yu b.research on security issues of the inte of things.international journal of future generationmunication andworking[j].2013,6(6):1-10.http://dx.doi.org/10.14257/ijf.2013.6.6.01.
[6]?leo m,battisti f,carli m.a federated architecture approach for inte of things security: 2014 euro med telco conference (emtc)[c].naples.aict 978-8-8872-3720-7.
[7]?granjal j,monteiro e,silva j s.security for the inte of things: a survey of existing protocols and open research issues[j].ieeemunication surveys & tutorials,vol.17,no.3,third quarter2015.ieee1553-877x.
[8]?mahmoud r,yousuf t,aloul f.inteofthings(io t) security: current status,challenges and prospective measures.2015 10th international conference for inte technologyand secured transactions(icitst) [c].london,united kingdom.ieee978-1-908320-52-0.
[9]?wind river.security in inte of things: lessons from the past for the connected future[z].white paper,[2017-3].https://.windriver/whitepapers/security-in-the-inte-of-things/wr_security-in-the-inte-of-things.pdf.
[10]?cisco: cisco io t security: mitigate risk,simplifypliance,and build trust[z].white paper,[2017-3].https://.cisco/c/dam/en/us/products/coteral/se/inte-of-things/iot-system-security-wp.pdf.