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参考文献

强化学习(Reinforcement Learning)

[1] MITTechnology Review.10Breakthrough Technologies 2013.2014.https://www.technologyreview.com/lists/technologies/2013/.

[2] Knight,W.Reinforcement Learning.2017.https://www.technologyreview.com/s/603501/10-breakthrough-technologies-2017-reinforcement-learning/.

[3] Silver,D.,et al.Mastering the game of Go with deep neuralnetworksandtreesearch.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 Calculator Based upon a Probability Model of Reinforcement.Psychological Laboratories,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 and Large-Scale Data Collection.2016.

[17] Cai,H.,etal..Real-Time Biddingby Reinforcement Learningin Display 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.com/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.世界摄影史:1825—2002[M].黑龙江人民出版社,2004.

[2] Belbachir A N,Schraml S,Mayerhofer M,et al.A Novel HDRDepth Camerafor Real-Time3D360° Panoramic Vision[C]// IEEE Conference on Computer Vision and Pattern Recognition Workshops.IEEE,2014:425-432.

[3] Martinez G.3D Panoramic Stereo Vision Reconstruction[J].Av Akademikerverlag,2014.

[4] Ritchey K J.Panoramic image based virtual reality/telepresence audio-visual system and method: US 20070182812A1[P].2007.

基因疗法2.0(Gene Therapy2.0)

[1] Friedmann T,Roblin R.Gene therapy for human geneticdisease?Science.1972Nov10;178(4061):648-9.

[2] Kohn DB,Weinberg KI,Nolta JA,Heiss LN,Lenarsky C,Crooks GM,Hanley ME,Annett 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.Genetherapy’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] Recombinant Adenovirus-p53 Combined 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.赛百诺:基因之殇.中国企业家,2009.

太阳能热光伏电池(Hot Solar Cells)

[1] LOUBRIEL A.50 Percent of the Energy Produced in Germany Is Solar: New Record[EB/OL].(2014).http://guardianlv.com/2014/06/50-percent-of-the-energy-produced-in-germany-is-solar-new-record/.

[2] MASSON G,BRUNISHOLZ M.2015 Snapshot of globalphotovoltaicmarkets[R].2016.

[3] 饶毅,沈志勋.爱因斯坦之光电效应——一个世纪的认知与创新[J].知识分子,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 Balance Limit of Effciency of p‐n Junction Solar Cells[J].Journal of Applied Physics,American Institute of Physics,1961,32(3):510–519.

[8] 林伯强.解决“弃风弃光”问题刻不容缓[EB/OL].中国证券报·中证网,2017.(2017).http://www.cs.com.cn/xwzx/hg/201702/t20170215_5177966.html.

[9] 刘鉴民.太阳能利用:原理·技术·工程[M].北京:电子工业出版社,2010.

[10] BIERMANDM,LENERTA,CHANWR,etal.Enhanced photovoltaic energy conversion using thermally based spectralshaping[J].Nature Energy,2016,1(6):16068.

[11] Solar cell efficiency[EB/OL].Wikipedia,https://en.wikipedia.org/wiki/Solar_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 solar cells with 44.7% efficiency[J].Progress in Photovoltaics: Research and Applications,2014,22(3):277–282.

[13] CHANDLER D L.Hot new solar cell[EB/OL].(2016).http://news.mit.edu/2016/hot-new-solar-cell-0523.

[14] 陈雪,宣益民.热光伏技术基本原理与研究进展[J].半导体光电,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.碳纳米管未来10年将大幅降低成本进入商业应用[J].工程塑料应用,2006(3).

细胞图谱(The Cell Atlas)

[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://www.biologyreference.com/Gr-Hi/History-of-Biology-Cell-Theory-and-Cell-Structure.html.

[4] 李相尧.拉蒙·卡哈尔和神经元学说[J].生物学教学,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].Blackwell 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] Blanpain 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.Fibroblast 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 fibroblasts in vitro differentiate along a terminal cell lineage[J].Proceedings of the National Academyof Sciences,1988,85(14):5112-5116.

[11] Sennett R,Wang Z,Rezza A,et al.An integrated transcriptome atlas 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 atlas: three-dimensional analysis of cutaneous leukocyte subsets by multiphoton microscopy[J].Journal of Investigative Dermatology,2015,135(1):84-93.

[13] Seung H S,Sümbül 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].Molecularcell,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 decomposition 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 fibroblast 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] Ramsköld D,Luo S,Wang Y C,et al.Full-length m RNA-Seqfromsingle-celllevelsof RNAandinpidual circulating 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] Islam S,Kjällquist 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,etal.Comparative 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 isolation 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 al.Laser capture microdissection of single cells from complex tissues[J].Biotechniques,1999,26(2): 328-335.

[32] Islam S,Zeisel A,Joost S,etal.Quantitativesingle-cell RNA-seq with unique molecular identifiers[J].Naturemethods,2014,11(2):163-166.

[33] Grün D,Kester L,Van Oudenaarden A.Validation of noise models for single-cell transcriptomics[J].Naturemethods,2014,11(6):637-640.

[34] Picelli S,Björklund Å 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 molecular biology,1975,94(3):441IN19447-446IN20448.

[36] Caporaso JG,Lauber CL,Walters WA,etal.Ultra-high-throughput microbial community analysis on the Illumina Hi Seq and Mi Seq platforms[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 JC.Computational andanalyticalchallengesinsingle-celltranscriptomics[J].Nature Reviews Genetics,2015,16(3):133-145.

[39] Molecular Machines & Industries.Will the laser damage the surrounding tissue?.[2014-02-13].https://www.molecular-machines.com/support/faqs/general_faqs_mmi_cellcut_plus.

[40] Hawrylycz M J,Lein E S,Guillozet-Bongaarts A L,et al.An anatomically comprehensive atlas 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.Transcriptional landscape of the prenatal human brain[J].Nature,2014,508(7495):199-206.

[42] Zechel S,Zajac P,Lönnerberg 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 themolecularannotationoflineagefatesandcellidentity in mid-gastrula 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 CLARITY: Hydrogel process creates transparent brain[EB/OL].(2013) [2017-03-19].http://med.stanford.edu/news/all-news/2013/04/getting-clarity-hydrogel-process-creates-transparent-brain.html.

[47] Cadwell C R,Palasantza 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//www.sanger.ac.uk/about/who-we-are/sanger-institute.

[49] Sangerinstitute.Cellulargenetics[EB/OL].[2017-03-19].http://www.sanger.ac.uk/science/programmes/cellular-genetics.

[50] Broad institute.[2017-03-19].https://www.broadinstitute.org/research-highlights-human-cell-atlas.

[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-atlas/.

刷脸支付(Payingwith Your Face)

[1] 柴晓光,岑宝炽.民用指纹识别技术[M].人民邮电出版社,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 classes",IEEE Conf.on Computer Vision and Pattern Recognition,2014,6.

[4] Hu G,Yang Y,Yi D,et al.When Face Recognition Meetswith Deep Learning:an Evaluationof Convolutional Neural Networksfor Face Recognition[J].2015:384-392.

实用型量子计算机(Practical Quantum Computers)

[1] 郭光灿.量子信息技术[J].重庆邮电大学学报(自然科学版),2010,22(05):521-525.

[2] 周正威,黄运锋,张永生,等.量子计算的研究进展.物理学进展,2005(04):368-385.

[3] 林功伟.量子网络的物理实现[D].中国科学技术大学,2011.

[4] 徐爱胜,王建秋,胡喜飞.量子通信安全性研究.科技风,2008(4):50.

[5] 薛飞,杜江峰,周先意,等.量子计算的物理实现.物理,2004(10):728-733.

治愈瘫痪(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://www.christopherreeve.org/living-with-paralysis/stats-about-paralysis.

[3] 全球医院网.我国脑中风死亡率全球第一[EB/OL].(2010-06-25) [2017-02-28].http://xinwen.qqyy.com/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] NHS.Complications of paralysis[EB/OL].[2014-08-28].http://www.nhs.uk/Conditions/paralysis/Pages/Complications.aspx.

[6] NHS.Complications of paralysis[EB/OL].[2014-08-28].http://www.nhs.uk/Conditions/paralysis/Pages/Treatment.aspx.

[7] Wikipedia.Brain computer interface[EB/OL].[2017-03-15].https://en.wikipedia.org/wiki/Brain–computer_interface.

[8] National Institute of Deafness and Other Communication Disorders,Cochlear implants[EB/OL].[2017-03-06].https://www.nidcd.nih.gov/health/cochlear-implants.

[9] Wilson B S,Dorman M F.Cochlear implants: 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 stimulation of the visual cortex[J].The Journalofphysiology,1968,196(2):479.

[11] Dobelle W H,Mladejovsky M G,Girvin J P.Artificial vision for the blind: electrical stimulation 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 Implant Project[J].Journal of Neuro-ophthalmology,2011,31(2):160-168.

[14] Stanley G B,Li F F,Dan Y.Reconstruction of natural scenesfromensembleresponsesinthelateralgeniculate 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 brain-computer communication[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.Brain–computer 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://www.technologyreview.com/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 implantation 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,Brain-Computer Interface Technology Wins Breakthrough Award[EB/OL].(2012-10-1) [2017-2-28].http://www.mirm.pitt.edu/news-archive/brain-computer-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 translational 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.Platforms[EB/OL].[2017-2-28].http://www.wysscenter.ch/en/platforms/.

[27] Nala Rogers.Brain implant helps quadriplegic play Guitar Hero[EB/OL].Science.(2016-04-13) [2017-2-28].http://www.sciencemag.org/news/2016/04/brain-implant-helps-quadriplegic-play-guitar-hero.

[28] Antonio Regalado.Paralyzed Man’s Arm Wired to Receive Brain Signals[EB/OL].MIT Technology Review,(2015-10-20) [2017-2-28].https://www.technologyreview.com/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://www.nature.com/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://www.mobiusbionics.com/the-luke-arm.html.

[32] Flesher S N,Collinger J L,Foldes S T,et al.Intracorticalmicrostimulation of human somatosensory cortex[J].Science Translational 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://www.theguardian.com/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 implants allow paralysed monkeys to walk[EB/OL].Nature New,(2016-11-09) [2017-2-28].http://www.nature.com/news/brain-implants-allow-paralysed-monkeys-to-walk-1.20967.

[37] Bulárka S,Gontean A.Brain-Computer Interface review[C]//Electronics and Telecommunications (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,Santarnecchi E,Buch E R,et al.Non-invasive brain stimulation in neurorehabilitation: local anddistanteffectsformotorrecovery[J].2014.

[40] Wikipedia.Functional magnetic resonance imaging[EB/OL].(2017-03-04) [2017-02-28].https://en.wikipedia.org/wiki/Functional_magnetic_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.Brain–computer 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://www.sciencemag.org/news/2016/08/robo-suit-and-virtual-reality-reverse-some-paralysis-people-spinal-cord-injuries.

[44] Bruce Goldman.Brain-computer interface advance allows fast,accurate typing by people with paralysis[EB/OL].Stanford Medicine,(2017-02-21) [2017-02-28].http://med.stanford.edu/news/all-news/2017/02/brain-computer-interface-allows-fast-accurate-typing-by-people-with-paralysis.html.

[45] Pandarinath C,Nuyujukian P,Blabe CH,etal.High performance communication by people with paralysis using an intracortical brain-computer interface[J].e Life,2017,6:e18554.

[46] Grand View Research Inc,Global Brain Computer Interface Market Analysis By Product To 2022[EB/OL].(2016-07) [2017-02-28].http://www.grandviewresearch.com/industry-analysis/brain-computer-interfaces-market.

[47] Grand View Research Inc,Brain Computer Interface (BCI) Market Analysis By Product (Invasive,Partially Invasive,Non-invasive Brain Computer Interface)By Application,By End-use(Medical,Military) Is Expected To Research USD 1.73 Billion By 2022[EB/OL].(2016-07).http://www.grandviewresearch.com/press-release/global-brain-computers-interface-market.

[48] Markets and Markets,Brain Computer 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://www.marketsandmarkets.com/Market-Reports/brain-computer-interface-market-64821525.html.

[49] Bulárka S,Gontean A.Brain-Computer Interface review[C].Electronics and Telecommunications (ISETC),2016 12th IEEE International Symposium on.IEEE,2016:219-222.

[50] DEKAResearch&Development Corp.Innovations[EB/OL].[2017-02-28].http://www.dekaresearch.com/innovations/.

[51] Hector Morales.Toyota and Deka bring back the i BOT.Pulse Headlines[EB/OL].(2016-05-23) [2017-02-28].http://www.pulseheadlines.com/toyota-deka-bring-ibot/32330/.

[52] EMOTIV Inc.Brainwear Wireless EEG Technology[EB/OL].[2017-02-28].https://www.emotiv.com.

[53] Mind Maze.[2017-02-28].https://www.mindmaze.com.

[54] Brain Robotics.Appearance Customization[EB/OL].[2017-02-28].http://brainrobotics.com.

[55] Gust.Neurolutions Company Summary[EB/OL].[2017-02-28].https://gust.com/companies/neurolutions.

[56] Neuro Pace.The RNS System - Designed to prevent seizures at their source[EB/OL].[2017-02-28].http://www.neuropace.com.

[57] Neurosky.EEG & ECG Biosensor Solutions[EB/OL].[2017-02-28].http://neurosky.com.

[58] Kickstarter.Open BCI: An Open Source Brain-Computer Interface For Makers[EB/OL].[2017-02-28].https://www.kickstarter.com/projects/openbci/openbci-an-open-source-brain-computer-interface-fo.

[59] Cadwell Industries Inc.[2017-02-28].https://www.cadwell.com.

[60] Brain Co.[2017-02-28].http://www.brainco.tech/#/.

[61] Interaxon.Muse makes meditation easy[EB/OL].[2017-02-28].http://www.choosemuse.com.

[62] Crunchbase Inc.[2017-02-28].https://www.crunchbase.com/organization/kernel-co#/entity.

[63] Cyberkinetics.Brain Gate: Turning Thoughts into Action[EB/OL].[2017-02-28].http://cyberkinetics.com.

[64] Tom Simonite.This Technology Could Finally Make Brain Implants Practical[EB/OL].MITTechnology Review,(2017-02-09) [2017-02-28].https://www.technologyreview.com/s/603602/this-technology-could-finally-make-brain-implants-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://www.technologyreview.com/s/527256/fda-approval-for-robotic-arm-controlled-by-muscle-activity/.

[66] Kevin Warwick.The Future of Artificial Intelligence and Cybernetics[EB/OL].MIT Technology Review,(2016-11-10) [2017-02-28].https://www.technologyreview.com/s/602830/the-future-of-artificial-intelligence-and-cybernetics/.

僵尸物联网(Botnetsof Things)

[1] Dave Evans.The Internet of Things:How the Next Evolution of the Internet Is Changing Everything Is Changing Everything-Cisco White Paper[R/OL].(2011-04).http://www.cisco.com/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 Internet of Things.2014 International Workshop on Secure Internet of Things[C].Wroclaw,Poland.

[3] Covington M,Carskadden R.Threat Implications of the Internet 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 Internet 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 Internet of Things.International Journal of Future Generation Communication and Networking[J].2013,6(6):1-10.http://dx.doi.org/10.14257/ijfgcn.2013.6.6.01.

[6] Leo M,Battisti F,Carli M.A federated architecture approach for Internet 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 Internet of Things: A Survey of Existing Protocols and Open Research Issues[J].IEEE COMMUNICATION SURVEYS & TUTORIALS,VOL.17,NO.3,THIRD QUARTER2015.IEEE1553-877X.

[8] Mahmoud R,Yousuf T,Aloul F.Internetofthings(Io T) security: Current status,challenges and prospective measures.2015 10th International Conference for Internet Technologyand Secured Transactions(ICITST) [C].London,United Kingdom.IEEE978-1-908320-52-0.

[9] Wind River.security in internet of things: lessons from the past for the connected future[Z].White Paper,[2017-3].https://www.windriver.com/whitepapers/security-in-the-internet-of-things/wr_security-in-the-internet-of-things.pdf.

[10] Cisco: Cisco Io T Security: Mitigate Risk,Simplify Compliance,and Build Trust[z].White Paper,[2017-3].https://www.cisco.com/c/dam/en/us/products/collateral/se/internet-of-things/iot-system-security-wp.pdf.