Skip to main content
SpringerLink
Log in

Principles of Neuromorphic Photonics

  • Reference work entry
  • First Online:
Unconventional Computing

Part of the book series: Encyclopedia of Complexity and Systems Science Series ((ECSSS))

  • Originally published in
  • R. A. Meyers (ed.), Encyclopedia of Complexity and Systems Science, © Springer Science+Business Media LLC 2018

Glossary

Benchmark:

A standardized task that can be performed by disparate computing approaches, used to assess their relative processing merit in specific cases.

Bifurcation:

A qualitative change in behavior of a dynamical system in response to parameter variation. Examples include cusp (from monostable to bistable), Hopf (from stable to oscillating), and transcritical (exchange of stability between two steady states).

Brain-inspired computing:

(a.k.a. neuro-inspired computing) A biologically inspired approach to build processors, devices, and computing models for applications including adaptive control, machine learning, and cognitive radio. Similarities with biological signal processing include architectural, such as distributed; representational, such as analog or spiking; or algorithmic, such as adaptation.

Broadcast and Weight:

A multiwavelength analog networking protocol in which multiple all photonic neuron outputs are multiplexed and distributed to all neuron inputs. Weights...

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Log in via an institution
Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 489.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD 599.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Bibliography

  • Agrawal GP (2002) Fiber-optic communication systems. Wiley series in microwave and optical engineering (Wiley-interscience). Wiley, New York

    Google Scholar 

  • Akopyan F, Sawada J, Cassidy A, Alvarez-Icaza R, Arthur J, Merolla P, Imam N, Nakamura Y, Datta P, Nam GJ, Taba B, Beakes M, Brezzo B, Kuang J, Manohar R, Risk W, Jackson B, Modha D (2015) IEEE Trans Comput Aided Des Integr Circuits Syst. TrueNorth: Design and Tool Flow of a 65 mW 1 Million Neuron Programmable Neurosynaptic Chip. 34:1537

    Google Scholar 

  • Akyildiz IF, Lee WY, Vuran MC, Mohanty S (2006) Comput Netw 50:2127

    Google Scholar 

  • Alexander K, Van Vaerenbergh T, Fiers M, Mechet P, Dambre J, Bienstman P (2013) Opt Express 21:26182

    Google Scholar 

  • Aragoneses A, Perrone S, Sorrentino T, Torrent MC, Masoller C (2014) Sci Rep 4:4696 EP

    Google Scholar 

  • Backus J (1978) Commun ACM 21:613

    Google Scholar 

  • Barbay S, Kuszelewicz R, Yacomotti AM (2011) Opt Lett 36:4476

    Google Scholar 

  • Barland S, Piro O, Giudici M, Tredicce JR, Balle S (2003) Phys Rev E 68:036209

    Google Scholar 

  • Barwicz T, Taira Y, Lichoulas TW, Boyer N, Martin Y, Numata H, Nah JW, Takenobu S, Janta-Polczynski A, Kimbrell EL, Leidy R, Khater MH, Kamlapurkar S, Engelmann S, Vlasov YA, Fortier P (2016) IEEE J Sel Top Quantum Electron 22:455

    Google Scholar 

  • Bengio Y, Courville A, Vincent P (2013) IEEE Trans Pattern Anal Mach Intell 35:1798

    Google Scholar 

  • Benjamin B, Gao P, McQuinn E, Choudhary S, Chandrasekaran A, Bussat JM, Alvarez-Icaza R, Arthur J, Merolla P, Boahen K (2014) Proc IEEE 102:699

    Google Scholar 

  • Bhalla US, Iyengar R (1999) Science 283:381

    Google Scholar 

  • Biberman A, Shaw MJ, Timurdogan E, Wright JB, Watts MR (2012) Opt Lett 37:4236

    Google Scholar 

  • Boahen K (2000) IEEE Trans Circuits Syst II, Analog Digit Signal Process 47:416

    Google Scholar 

  • Borst A, Theunissen FE (1999) Nat Neurosci 2:947

    Google Scholar 

  • Brunner D, Soriano MC, Mirasso CR, Fischer I (2013a) Nat Commun 4:1364

    Google Scholar 

  • Brunner D, Soriano MC, Fischer I (2013b) IEEE Photon Technol Lett 25:1680

    Google Scholar 

  • Brunstein M, Yacomotti AM, Sagnes I, Raineri F, Bigot L, Levenson A (2012) Phys Rev A 85:031803

    Google Scholar 

  • Burgsteiner H (2005) On learning with recurrent spiking neural networks and their applications to robot control with real-world devices. PhD thesis, Graz University of Technology

    Google Scholar 

  • Capmany J, Ortega B, Pastor D (2006) J Lightwave Technol 24:201

    Google Scholar 

  • Cardenas J, Foster MA, Sherwood-Droz N, Poitras CB, Lira HLR, Zhang B, Gaeta AL, Khurgin JB, Morton P, Lipson M (2010) Opt Express 18:26525

    Google Scholar 

  • Caulfield HJ, Dolev S (2010) Nat Photonics 4:261

    Google Scholar 

  • Chrostowski L, Hochberg M (2015) Silicon photonics design: from devices to systems. Cambridge University Press, Cambridge

    Book  Google Scholar 

  • Coomans W (2012) Nonlinear dynamics in semiconductor ring lasers towards an integrated optical neuron. PhD thesis, Vrije Universiteit Brussel

    Google Scholar 

  • Coomans W, Beri S, Sande GVD, Gelens L, Danckaert J (2010) Phys Rev A 81:033802

    Google Scholar 

  • Coomans W, Gelens L, Beri S, Danckaert J, Van Der Sande G (2011) Phys Rev E 84:1

    Google Scholar 

  • Coomans W, Van der Sande G, Gelens L (2013) Phys Rev A 88:033813

    Google Scholar 

  • Cox JA, Lentine AL, Trotter DC, Starbuck AL (2014) Opt Express 22:11279

    Google Scholar 

  • Crescenzi P, Goldman D, Papadimitriou C, Piccolboni A, Yannakakis M (1998) J Comput Biol 5:597

    Google Scholar 

  • Dennard R, Rideout V, Bassous E, LeBlanc A (1974) IEEE J Solid State Circuits 9:256

    Google Scholar 

  • DeRose CT, Watts MR, Trotter DC, Luck DL, Nielson GN, Young RW (2010) In: Conference on lasers and electro-optics 2010 (Optical Society of America), p CThJ3

    Google Scholar 

  • Diesmann M, Gewaltig MO, Aertsen A (1999) Nature 402:529

    Google Scholar 

  • Donges JF, Zou Y, Marwan N, Kurths J (2009) Eur Phys J Special Topics 174:157

    Google Scholar 

  • Dubbeldam JLA, Krauskopf B (1999) Opt Commun 159:325

    Google Scholar 

  • Dubbeldam JLA, Krauskopf B, Lenstra D (1999) Phys Rev E 60:6580

    Google Scholar 

  • Duport F, Schneider B, Smerieri A, Haelterman M, Massar S (2012) Opt Express 20:22783

    Google Scholar 

  • Duport F, Smerieri A, Akrout A, Haelterman M, Massar S (2016) Sci Rep 6:22381 EP

    Google Scholar 

  • Eliasmith C (2005) Neural Comput 17:1276

    Google Scholar 

  • Eliasmith C, Stewart TC, Choo X, Bekolay T, DeWolf T, Tang Y, Rasmussen D (2012) Science 338:1202

    Google Scholar 

  • Elsass T, Gauthron K, Beaudoin G, Sagnes I, Kuszelewicz R, Barbay S (2010) Eur Phys J D 59:91

    Google Scholar 

  • Esmaeilzadeh H, Blem E, St. Amant R, Sankaralingam K, Burger D (2012) IEEE Micro 32:122

    Google Scholar 

  • Fang AW, Park H, Hao Kuo Y, Jones R, Cohen O, Liang D, Raday O, Sysak MN, Paniccia MJ, Bowers JE (2007) Mater Today 10:28

    Google Scholar 

  • Ferreira de Lima T, Shastri BJ, Nahmias MA, Tait AN, Prucnal PR (2016) In: Summer topicals meeting series (SUM), 2016 (IEEE, 2016)

    Google Scholar 

  • Ferreira de Lima T, Shastri BJ, Tait AN, Nahmias MA, Prucnal PR (2017) Nanophotonics 6:577

    Google Scholar 

  • Fok MP, Deming H, Nahmias M, Rafidi N, Rosenbluth D, Tait A, Tian Y, Prucnal PR (2011) Opt Lett 36:19

    Google Scholar 

  • Friedmann S, Frémaux N, Schemmel J, Gerstner W, Meier K (2013) Front Neurosci 7:160

    Google Scholar 

  • Furber S, Galluppi F, Temple S, Plana L (2014) Proc IEEE 102:652

    Google Scholar 

  • Garbin B, Goulding D, Hegarty SP, Huyet G, Kelleher B, Barland S (2014) Opt Lett 39:1254

    Google Scholar 

  • Garbin B, Javaloyes J, Tissoni G, Barland S (2015) Nat Commun 6:5915 EP, 1409.6350

    Google Scholar 

  • Gelens L, Mashal L, Beri S, Coomans W, Van der Sande G, Danckaert J, Verschaffelt G (2010) Phys Rev A 82:063841

    Google Scholar 

  • Gesbert D, Shafi M, Shan Shiu D, Smith PJ, Naguib A (2003) IEEE J Sel Areas Commun 21:281

    Google Scholar 

  • Giacomelli G, Giudici M, Balle S, Tredicce JR (2000) Phys Rev Lett 84:3298

    Google Scholar 

  • Giudici M, Green C, Giacomelli G, Nespolo U, Tredicce JR (1997) Phys Rev E 55:6414

    Google Scholar 

  • Goulding D, Hegarty SP, Rasskazov O, Melnik S, Hartnett M, Greene G, McInerney JG, Rachinskii D, Huyet G (2007) Phys Rev Lett 98:153903

    Google Scholar 

  • Hansen RC (2009) Phased array antennas. Wiley, Hoboken, NJ

    Google Scholar 

  • Hasler J, Marr B (2013) Front Neurosci 7:118

    Google Scholar 

  • Heck M, Bowers J (2014) IEEE J Sel Top Quantum Electron 20:332

    Google Scholar 

  • Heck M, Bauters J, Davenport M, Doylend J, Jain S, Kurczveil G, Srinivasan S, Tang Y, Bowers J (2013) IEEE J Sel Top Quantum Electron 19:6100117

    Google Scholar 

  • Heil T, Fischer I, Elsäßer W, Gavrielides A (2001) Phys Rev Lett 87:243901

    Google Scholar 

  • Hicke K, Escalona-Morán MA, Brunner D, Soriano MC, Fischer I, Mirasso CR (2013) IEEE J Sel Top Quantum Electron 19:1501610

    Google Scholar 

  • Hidalgo CA, Klinger B, Barabási AL, Hausmann R (2007) Science 317:482

    Google Scholar 

  • Hodgkin AL, Huxley AF (1952) J Physiol 117:500

    Google Scholar 

  • Hopfield JJ (1982) Proc Natl Acad Sci 79:2554

    Google Scholar 

  • Hurtado A, Javaloyes J (2015) Appl Phys Lett 107:241103

    Google Scholar 

  • Hurtado A, Henning ID, Adams MJ (2010) Opt Express 18:25170

    Google Scholar 

  • Hurtado A, Schires K, Henning ID, Adams MJ (2012) Appl Phys Lett 100:103703

    Google Scholar 

  • Index CVN (2015) White Paper, February

    Google Scholar 

  • Indiveri G, Linares-Barranco B, Hamilton T, van Schaik A, Etienne-Cummings R, Delbruck T, Liu SC, Dudek P, Häfliger P, Renaud S, Schemmel J, Cauwenberghs G, Arthur J, Hynna K, Folowosele F, SAÏGHI S, Serrano-Gotarredona T, Wijekoon J, Wang Y, Boahen K (2011) Front Neurosci 5:73

    Google Scholar 

  • Izhikevich E (2003) IEEE Trans Neural Netw 14:1569

    Google Scholar 

  • Izhikevich EM (2004) IEEE Trans Neural Netw 15:1063

    Google Scholar 

  • Izhikivich EM (2007) Dynamical systems in neuroscience: the geometry of excitability and bursting. MIT Press, Cambridge

    Google Scholar 

  • Jaeger H, Haas H (2004) Science 304:78

    Google Scholar 

  • Jalali B, Fathpour S (2006) J Lightwave Technol 24:4600

    Google Scholar 

  • Jalali B, Mahjoubfar A (2015) Proc IEEE 103:1071

    Google Scholar 

  • Jayatilleka H, Murray K, Ángel Guillén-Torres M, Caverley M, Hu R, Jaeger NAF, Chrostowski L, Shekhar S (2015) Opt Express 23:25084

    Google Scholar 

  • Jayatilleka H, Murray K, Caverley M, Jaeger N, Chrostowski L, Shekhar S (2016) J Lightwave Technol 34:2886

    Google Scholar 

  • Jerez JL, Constantinides GA, Kerrigan EC (2011) ACM/SIGDA international symposium on field programmable gate arrays FPGA, Monterey, CA, p 209

    Google Scholar 

  • Kelleher B, Bonatto C, Skoda P, Hegarty SP, Huyet G (2010) Phys Rev E 81:036204

    Google Scholar 

  • Kelleher B, Bonatto C, Huyet G, Hegarty SP (2011) Phys Rev E 83:026207

    Google Scholar 

  • Keviczky T, Balas GJ (2006) Control Eng Pract 14:1023

    Google Scholar 

  • Keyes RW (1985) Opt Acta Int J Optics 32:525

    Google Scholar 

  • Klein E, Geuzebroek D, Kelderman H, Sengo G, Baker N, Driessen A (2005) IEEE Photon Technol Lett 17:2358

    Google Scholar 

  • Koomey J, Berard S, Sanchez M, Wong H (2011) IEEE Ann Hist Comput 33:46

    Google Scholar 

  • Krauskopf B, Schneider K, Sieber J, Wieczorek S, Wolfrum M (2003) Opt Commun 215:367

    Google Scholar 

  • Kravtsov K, Fok MP, Rosenbluth D, Prucnal PR (2011) Opt Express 19:2133

    Google Scholar 

  • Kumar A, Rotter S, Aertsen A (2010) Nat Rev Neurosci 11:615

    Google Scholar 

  • Larger L, Soriano MC, Brunner D, Appeltant L, Gutierrez JM, Pesquera L, Mirasso CR, Fischer I (2012) Opt Express 20:3241

    Google Scholar 

  • Larotonda MA, Hnilo A, Mendez JM, Yacomotti AM (2002) Phys Rev A 65:033812

    Google Scholar 

  • Larsson E, Edfors O, Tufvesson F, Marzetta T (2014) IEEE Commun Mag 52:186

    Google Scholar 

  • Lee TH (2003) The design of CMOS radio-frequency integrated circuits, 2nd edn. Cambridge University Press. New York, NY

    Google Scholar 

  • Lee WC, Hu C (2001) IEEE Trans Electron Devices 48:1366

    Google Scholar 

  • Lendaris GG, Mathia K, Saeks R (1999) IEEE Trans Syst Man Cybern B (Cybern) 29:114

    Google Scholar 

  • Liang D, Bowers JE (2010a) Nat Photonics 4:511

    Google Scholar 

  • Liang D, Bowers JE (2010b) Nat Photonics 4:511

    Google Scholar 

  • Liang D, Roelkens G, Baets R, Bowers JE (2010) Materials 3:1782

    Google Scholar 

  • Liu SC, Delbruck T, Indiveri G, Whatley A, Douglas R (2015) Event-based neuromorphic systems. Wiley, Chichester

    Book  Google Scholar 

  • Maass W (1997) Neural Netw 10:1659

    Google Scholar 

  • Maass W, Natschläger T, Markram H (2002) Neural Comput 14:2531

    Google Scholar 

  • Mak J, Sacher W, Xue T, Mikkelsen J, Yong Z, Poon J (2015) IEEE J Quantum Electron 51:1

    Google Scholar 

  • Marino F, Balle S (2005) Phys Rev Lett 94:094101

    Google Scholar 

  • Markram H, Meier K, Lippert T, Grillner S, Frackowiak R, Dehaene S, Knoll A, Sompolinsky H, Verstreken K, DeFelipe J, Grant S, Changeux JP, Saria A (2011) Procedia Comput Sci 7:39

    Google Scholar 

  • Marpaung D, Roeloffzen C, Heideman R, Leinse A, Sales S, Capmany J (2013) Laser Photonics Rev 7:506

    Google Scholar 

  • Marr B, Degnan B, Hasler P, Anderson D (2013) IEEE Trans Very Large Scale Integr (VLSI) Syst 21:147

    Google Scholar 

  • Martinenghi R, Rybalko S, Jacquot M, Chembo YK, Larger L (2012) Phys Rev Lett 108:244101

    Google Scholar 

  • Mathur N (2002) Nature 419:573

    Google Scholar 

  • Merkle RC (1989) Foresight Update 6

    Google Scholar 

  • Merolla PA, Arthur JV, Alvarez-Icaza R, Cassidy AS, Sawada J, Akopyan F, Jackson BL, Imam N, Guo C, Nakamura Y, Brezzo B, Vo I, Esser SK, Appuswamy R, Taba B, Amir A, Flickner MD, Risk WP, Manohar R, Modha DS (2014) Science 345:668

    Google Scholar 

  • Mesaritakis C, Papataxiarhis V, Syvridis D (2013) J Opt Soc Am B 30:3048

    Google Scholar 

  • Miller DAB (2000) Proc IEEE 88:728

    Google Scholar 

  • Modha DS, Ananthanarayanan R, Esser SK, Ndirango A, Sherbondy AJ, Singh R (2011) Commun ACM 54:62

    Google Scholar 

  • Moore GE (2000) Chapter: cramming more components onto integrated circuits. Morgan Kaufmann Publishers Inc., San Francisco, pp 56–59

    Google Scholar 

  • Mundy A, Knight J, Stewart T, Furber S (2015) Neural networks (IJCNN), 2015 international joint conference on (2015), IEEE. pp 1–8

    Google Scholar 

  • Nahmias MA, Shastri BJ, Tait AN, Prucnal PR (2013) IEEE J Sel Top Quantum Electron 19:1–12

    Google Scholar 

  • Nahmias MA, Tait AN, Shastri BJ, de Lima TF, Prucnal PR (2015) Opt Express 23:26800

    Google Scholar 

  • Nahmias MA, Tait AN, Tolias L, Chang MP, Ferreira de Lima T, Shastri BJ, Prucnal PR (2016) Appl Phys Lett 108:151106

    Google Scholar 

  • Nawrocki RA, Voyles RM, Shaheen SE (2016) IEEE Trans Electron Devices 63:3819

    Google Scholar 

  • Ortín S, Soriano MC, Pesquera L, Brunner D, San-Martín D, Fischer I, Mirasso CR, Gutiérrez JM (2015) Sci Rep 5:14945 EP

    Google Scholar 

  • Ostojic S (2014) Nat Neurosci 17:594

    Google Scholar 

  • Paquot Y, Duport F, Smerieri A, Dambre J, Schrauwen B, Haelterman M, Massar S (2012) Sci Rep 2:287 EP

    Google Scholar 

  • Paugam-Moisy H, Bohte S (2012) Computing with spiking neuron networks. In: Rozenberg G, Bäck T, Kok JN (eds) Handbook of natural computing. Springer, Berlin/Heidelberg, pp 335–376

    Chapter  Google Scholar 

  • Perrett DI, Rolls ET, Caan W (1982) Exp Brain Res 47:329

    Google Scholar 

  • Pfeil T, Grübl A, Jeltsch S, Müller E, Müller P, Petrovici MA, Schmuker M, Brüderle D, Schemmel J, Meier K (2013) Front Neurosci 7:1–17

    Google Scholar 

  • Pickett MD, Medeiros-Ribeiro G, Williams RS (2013) Nat Mater 12:114

    Google Scholar 

  • Preston K, Sherwood-Droz N, Levy JS, Lipson M (2011) In: CLEO:2011 laser applications to photonic applications (Optical Society of America), p CThP4

    Google Scholar 

  • Prucnal PR, Shastri BJ (2017) Neuromorphic photonics. CRC Press/Taylor & Francis Group, Boca Raton

    Google Scholar 

  • Prucnal PR, Shastri BJ, de Lima TF, Nahmias MA, Tait AN (2016) Adv Opt Photon 8:228

    Google Scholar 

  • Ramaswami R (1993) IEEE Commun Mag 31:78

    Google Scholar 

  • Razavi B (2000) Design of analog CMOS integrated circuits. McGraw-Hill Education. New York, NY

    Google Scholar 

  • Razavi B (2009) IEEE Trans Circuits Syst Regul Pap 56:4

    Google Scholar 

  • Roelkens G, Liu L, Liang D, Jones R, Fang A, Koch B, Bowers J (2010) Laser Photonics Rev 4:751

    Google Scholar 

  • Romeira B, Javaloyes J, Ironside CN, Figueiredo JML, Balle S, Piro O (2013) Opt Express 21:20931

    Google Scholar 

  • Romeira B, Avó R, Figueiredo JL, Barland S, Javaloyes J (2016) Sci Rep 6:19510 EP

    Google Scholar 

  • Rosenbluth D, Kravtsov K, Fok MP, Prucnal PR (2009) Opt Express 17:22767

    Google Scholar 

  • Sarpeshkar R (1998) Neural Comput 10:1601

    Google Scholar 

  • Schemmel J, Briiderle D, Griibl A, Hock M, Meier K, Millner S (2010) In: Proceedings of 2010 I.E. international symposium on circuits and systems (IEEE, 2010), pp 1947–1950

    Google Scholar 

  • Selmi F, Braive R, Beaudoin G, Sagnes I, Kuszelewicz R, Barbay S (2014) Phys Rev Lett 112:183902

    Google Scholar 

  • Selmi F, Braive R, Beaudoin G, Sagnes I, Kuszelewicz R, Barbay S (2015) Opt Lett 40:5690

    Google Scholar 

  • Shainline JM, Buckley SM, Mirin RP, Nam SW (2017) Phys Rev Appl 7:034013

    Google Scholar 

  • Shastri BJ, Nahmias BJ, Tait AN, Prucnal PR (2014) Opt Quantum Electron 46:1353

    Google Scholar 

  • Shastri BJ, Nahmias MA, Tait AN, Wu B, Prucnal PR (2015) Opt Express 23:8029

    Google Scholar 

  • Shastri BJ, Nahmias MA, Tait AN, Rodriguez AW, Wu B, Prucnal PR (2016) Sci Rep 6:19126 EP

    Google Scholar 

  • Shen Y, Harris NC, Skirlo S, Prabhu M, BaehrJones T, Hochberg M, Sun X, Zhao S, Larochelle H, Englund D, Soljacic M (2017) Nat Photonics. arXiv:1610.02365

    Google Scholar 

  • Smit M, van der Tol J, Hill M (2012) Laser Photonics Rev 6:1

    Google Scholar 

  • Snider GS (2007) Nanotechnology 18:365202

    Google Scholar 

  • Soltani M, Li Q, Yegnanarayanan S, Adibi A (2010) Opt Express 18:19541

    Google Scholar 

  • Soriano MC, Ortín S, Brunner D, Larger L, Mirasso CR, Fischer I, Pesquera L (2013) Opt Express 21:12

    Google Scholar 

  • Soriano MC, Brunner D, Escalona-Moran M, Mirasso CR, Fischer I (2015) Front Comput Neurosci 9:1–11

    Google Scholar 

  • Sorrentino T, Quintero-Quiroz C, Aragoneses A, Torrent MC, Masoller C (2015) Opt Express 23:5571

    Google Scholar 

  • Spühler GJ, Paschotta R, Fluck R, Braun B, Moser M, Zhang G, Gini E, Keller U (1999) J Opt Soc Am B 16:376

    Google Scholar 

  • Stewart TC, Eliasmith C (2014) Proc IEEE 102:881

    Google Scholar 

  • Strogatz SH (2001) Nature 410:268

    Google Scholar 

  • Sysak M, Liang D, Jones R, Kurczveil G, Piels M, Fiorentino M, Beausoleil R, Bowers J (2011) IEEE J Sel Top Quantum Electron 17:1490

    Google Scholar 

  • Tait AN, Nahmias MA, Tian Y, Shastri BJ, Prucnal PR (2014a) Photonic Neuromorphic Signal Processing and Computing. In: Naruse M (ed) Nanophotonic information physics. Nano-optics and nanophotonics. Springer, Berlin/Heidelberg, pp 183–222

    Google Scholar 

  • Tait AN, Nahmias MA, Shastri BJ, Prucnal PR (2014b) J Lightwave Technol 32:3427

    Google Scholar 

  • Tait AN, Ferreira de Lima T, Nahmias MA, Shastri BJ, Prucnal PR (2016a) Opt Express 24:8895

    Google Scholar 

  • Tait A, Ferreira de Lima T, Nahmias M, Shastri B, Prucnal P (2016b) IEEE Photon Technol Lett 28:887

    Google Scholar 

  • Tait AN, Wu AX, de Lima TF, Zhou E, Shastri BJ, Nahmias MA, Prucnal PR (2016c) IEEE J Sel Top Quantum Electron 22:312

    Google Scholar 

  • Tait AN, de Lima TF, Zhou E, Wu AX, Nahmias MA, Shastri BJ, Prucnal PR (2017) Sci Rep arXiv:1611.02272

    Google Scholar 

  • Tank D, Hopfield J (1986) IEEE Trans Circuits Syst 33:533

    Google Scholar 

  • Tapson J, Cohen G, Afshar S, Stiefel K, Buskila Y, Hamilton T, van Schaik A (2013) Front Neurosci 7:153

    Google Scholar 

  • Taur Y (2002) IBM J Res Dev 46:213

    Google Scholar 

  • Taur Y, Buchanan D, Chen W, Frank D, Ismail K, Lo SH, Sai-Halasz G, Viswanathan R, Wann HJ, Wind S, Wong HS (1997) Proc IEEE 85:486

    Google Scholar 

  • The HBP Report (2012) Technical Report (The human brain project)

    Google Scholar 

  • Thorpe S, Delorme A, Rullen RV (2001) Neural Netw 14:715

    Google Scholar 

  • Tucker RS (2010) Nat Photonics 4:405

    Google Scholar 

  • Turconi M, Garbin B, Feyereisen M, Giudici M, Barland S (2013) Phys Rev E 88:022923

    Google Scholar 

  • Van Vaerenbergh T, Fiers M, Mechet P, Spuesens T, Kumar R, Morthier G, Schrauwen B, Dambre J, Bienstman P (2012) Opt Express 20:20292

    Google Scholar 

  • Van Vaerenbergh T, Alexander K, Dambre J, Bienstman P (2013) Opt Express 21:28922

    Google Scholar 

  • Vandoorne K, Dambre J, Verstraeten D, Schrauwen B, Bienstman P (2011) IEEE Trans Neural Netw 22:1469

    Google Scholar 

  • Vandoorne K, Mechet P, Van Vaerenbergh T, Fiers M, Morthier G, Verstraeten D, Schrauwen B, Dambre J, Bienstman P (2014) Nat Commun 5:3541 EP

    Google Scholar 

  • Verstraeten D, Schrauwen B, D’Haene M, Stroobandt D (2007) Neural Netw 20:391

    Google Scholar 

  • Vicsek T (2002) Nature 418:131

    Google Scholar 

  • Vlasov Y (2012) IEEE Commun Mag 50:s67

    Google Scholar 

  • von Neumann J (1993) IEEE Ann Hist Comput 15:27

    Google Scholar 

  • Wieczorek S, Krauskopf B, Lenstra D (1999) Opt Commun 172:279

    Google Scholar 

  • Wieczorek S, Krauskopf B, Lenstra D (2002) Phys Rev Lett 88:063901

    Google Scholar 

  • Wieczorek S, Krauskopf B, Simpson TB, Lenstra D (2005) Phys Rep 416:1

    Google Scholar 

  • Woods D, Naughton TJ (2012) Nat Physics 8:257

    Google Scholar 

  • Wünsche HJ, Brox O, Radziunas M, Henneberger F (2001) Phys Rev Lett 88:023901

    Google Scholar 

  • Xiong K, Xiao X, Hu Y, Li Z, Chu T, Yu Y, Yu J (2011) In: Photonics and optolectronics meetings (POEM), vol 8333, pp 83330A–83330A-7

    Google Scholar 

  • Xu Q, Fattal D, Beausoleil RG (2008) Opt Express 16:4309

    Google Scholar 

  • Yacomotti AM, Eguia MC, Aliaga J, Martinez OE, Mindlin GB, Lipsich A (1999) Phys Rev Lett 83:292

    Google Scholar 

  • Yacomotti AM, Monnier P, Raineri F, Bakir BB, Seassal C, Raj R, Levenson JA (2006a) Phys Rev Lett 97:143904

    Google Scholar 

  • Yacomotti AM, Raineri F, Vecchi G, Monnier P, Raj R, Levenson A, Ben Bakir B, Seassal C, Letartre X, Viktorovitch P, Di Cioccio L, Fedeli JM (2006b) Appl Phys Lett 88:231107

    Google Scholar 

  • Yamada M (1993) IEEE J Quantum Electron 29:1330

    Google Scholar 

  • Yu Y, Baltus PG, Van Roermund AH (2011) Integrated 60GHz RF beamforming in CMOS. Springer Science & Business Media. Springer Dordrecht Heidelberg London, New York

    Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Department of Electrical Engineering, Princeton University, Princeton, NJ, USA

    Bhavin J. Shastri, Alexander N. Tait, Thomas Ferreira de Lima, Mitchell A. Nahmias, Hsuan-Tung Peng & Paul R. Prucnal

Authors
  1. Bhavin J. Shastri
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Alexander N. Tait
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Thomas Ferreira de Lima
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Mitchell A. Nahmias
    View author publications

    You can also search for this author in PubMed Google Scholar

  5. Hsuan-Tung Peng
    View author publications

    You can also search for this author in PubMed Google Scholar

  6. Paul R. Prucnal
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Bhavin J. Shastri .

Editor information

Editors and Affiliations

  1. Unconventional Computing Centre, University of the West of England, Bristol, United Kingdom

    Andrew Adamatzky

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer Science+Business Media, LLC, part of Springer Nature

About this entry

Check for updates. Verify currency and authenticity via CrossMark

Cite this entry

Shastri, B.J., Tait, A.N., Ferreira de Lima, T., Nahmias, M.A., Peng, HT., Prucnal, P.R. (2018). Principles of Neuromorphic Photonics. In: Adamatzky, A. (eds) Unconventional Computing. Encyclopedia of Complexity and Systems Science Series. Springer, New York, NY. https://doi.org/10.1007/978-1-4939-6883-1_702

Download citation

Publish with us

Policies and ethics

Search

Navigation