메뉴 건너뛰기




Volumn 2, Issue , 2012, Pages

Optoelectronic reservoir computing

Author keywords

[No Author keywords available]

Indexed keywords


EID: 84859757942     PISSN: None     EISSN: 20452322     Source Type: Journal    
DOI: 10.1038/srep00287     Document Type: Article
Times cited : (797)

References (32)
  • 1
    • 77951797935 scopus 로고    scopus 로고
    • Why future supercomputing requires optics
    • Caulfield, H. J. & Dolev, S. Why future supercomputing requires optics. Nature Photon. 4 261-263 (2010).
    • (2010) Nature Photon , vol.4 , pp. 261-263
    • Caulfield, H.J.1    Dolev, S.2
  • 2
    • 1842436050 scopus 로고    scopus 로고
    • The "echo state" approach to analysing and training recurrent neural networks
    • German National Research Center for Information Technology
    • Jaeger, H. The "echo state" approach to analysing and training recurrent neural networks. Technical Report GMD Report 148, German National Research Center for Information Technology (2001).
    • (2001) Technical Report GMD Report 148
    • Jaeger, H.1
  • 3
    • 1842488370 scopus 로고    scopus 로고
    • Short term memory in echo state networks
    • German National Research Center for Information Technology
    • Jaeger, H. Short term memory in echo state networks. Technical Report GMD Report 152, German National Research Center for Information Technology (2001).
    • (2001) Technical Report GMD Report 152
    • Jaeger, H.1
  • 4
    • 1842421269 scopus 로고    scopus 로고
    • Harnessing nonlinearity: Predicting chaotic systems and saving energy in wireless communication
    • DOI 10.1126/science.1091277
    • Jaeger, H. & Haas, H. Harnessing nonlinearity: predicting chaotic systems and saving energy in wireless communication. Science 304, 78-80 (2004). (Pubitemid 38455427)
    • (2004) Science , vol.304 , Issue.5667 , pp. 78-80
    • Jaeger, H.1    Haas, H.2
  • 6
    • 0036834701 scopus 로고    scopus 로고
    • Real-time computing without stable states: A new framework for neural computation based on perturbations
    • Maass, W., Natschlager, T. & Markram, H. Real-time computing without stable states: A new framework for neural computation based on perturbations. Neural Comput. 14, 2531-2560 (2002).
    • (2002) Neural Comput , vol.14 , pp. 2531-2560
    • Maass, W.1    Natschlager, T.2    Markram, H.3
  • 7
    • 10944225085 scopus 로고    scopus 로고
    • Backpropagation-Decorrelation: Online recurrent learning with O(N) complexity
    • 2004 IEEE International Joint Conference on Neural Networks - Proceedings
    • Steil, J. J. Backpropagation-decorrelation: online recurrent learning with O(N) complexity. 2004 IEEE International Joint Conference on Neural Networks 843-848 (2004) (Pubitemid 40011570)
    • (2004) IEEE International Conference on Neural Networks - Conference Proceedings , vol.2 , pp. 843-848
    • Steil, J.J.1
  • 8
    • 34249815487 scopus 로고    scopus 로고
    • An experimental unification of reservoir computing methods
    • DOI 10.1016/j.neunet.2007.04.003, PII S089360800700038X, Echo State Networks and Liquid State Machines
    • Verstraeten, D., Schrauwen, B., D'Haene, M. & Stroobandt, D. An experimental unification of reservoir computing methods. Neural Netw. 20, 391-403 (2007). (Pubitemid 46856109)
    • (2007) Neural Networks , vol.20 , Issue.3 , pp. 391-403
    • Verstraeten, D.1    Schrauwen, B.2    D'Haene, M.3    Stroobandt, D.4
  • 9
    • 68649088777 scopus 로고    scopus 로고
    • Reservoir computing approaches to recurrent neural network training
    • Lukosevicius, M. & Jaeger, H. Reservoir computing approaches to recurrent neural network training. Computer Science Review 3, 127-149 (2009).
    • (2009) Computer Science Review , vol.3 , pp. 127-149
    • Lukosevicius, M.1    Jaeger, H.2
  • 11
    • 84859775712 scopus 로고    scopus 로고
    • http://www.neural-forecasting-competition.com/NN3/index. htm.
  • 14
    • 34249938474 scopus 로고    scopus 로고
    • Optimization and applications of echo state networks with leaky- integrator neurons
    • DOI 10.1016/j.neunet.2007.04.016, PII S089360800700041X, Echo State Networks and Liquid State Machines
    • Jaeger, H., Lukosevicius, M., Popovici, D. & Siewert, U. Optimization and applications of echo state networks with leaky-integrator neurons. Neural Netw. 20, 335-52 (2007). (Pubitemid 46876638)
    • (2007) Neural Networks , vol.20 , Issue.3 , pp. 335-352
    • Jaeger, H.1    Lukosevicius, M.2    Popovici, D.3    Siewert, U.4
  • 15
    • 7444251794 scopus 로고    scopus 로고
    • Pattern Recognition in a Bucket
    • Advances in Artificial Life
    • Fernando, C. & Sojakka, S. Pattern recognition in a bucket. In Banzhaf, W., Ziegler, J., Christaller, T., Dittrich, P. and Kim, J., editors, Advances in Artificial Life, volume 2801 of Lecture Notes in Computer Science 588-597. Springer Berlin/Heidelberg (2003). (Pubitemid 37170936)
    • (2003) Lecture Notes in Computer Science , Issue.2801 , pp. 588-597
    • Fernando, C.1    Sojakka, S.2
  • 17
    • 47849114096 scopus 로고    scopus 로고
    • Toward optical signal processing using photonic reservoir computing
    • Vandoorne, K. et al. Toward optical signal processing using photonic reservoir computing. Opt. Express 16, 11182-92 (2008).
    • (2008) Opt. Express , vol.16 , pp. 11182-11192
    • Vandoorne, K.1
  • 18
    • 80053397808 scopus 로고    scopus 로고
    • Information processing using a single dynamical node as complex system
    • Appeltant, L. et al. Information processing using a single dynamical node as complex system. Nat. Commun. 2, 468 (2011).
    • (2011) Nat. Commun , vol.2 , pp. 468
    • Appeltant, L.1
  • 19
    • 78651295386 scopus 로고    scopus 로고
    • Minimum complexity echo state network
    • Rodan, A. & Tino, P. Minimum complexity echo state network. IEEE T. Neural Netw. 22, 131-44 (2011).
    • (2011) IEEE T. Neural Netw , vol.22 , pp. 131-144
    • Rodan, A.1    Tino, P.2
  • 21
    • 27144468934 scopus 로고    scopus 로고
    • From flow to map in an experimental high-dimensional electro-optic nonlinear delay oscillator
    • DOI 10.1103/PhysRevLett.95.043903, 043903
    • Larger, T., Lacourt, P. A., Poinsot, S. & Hanna, M. From flow to map in an experimental high-dimensional electro-optic nonlinear delay oscillator. Phys. Rev. Lett. 95, 1-4 (2005). (Pubitemid 41506212)
    • (2005) Physical Review Letters , vol.95 , Issue.4 , pp. 1-4
    • Larger, L.1    Lacourt, P.-A.2    Poinsot, S.3    Hanna, M.4
  • 22
    • 28844474805 scopus 로고    scopus 로고
    • Chaotic breathers in delayed electro-optical systems
    • Chembo, Y. K., Colet, P., Larger, L. & Gastaud, N. Chaotic Breathers in Delayed Electro-Optical Systems. Phys. Rev. Lett. 95, 2-5 (2005).
    • (2005) Phys. Rev. Lett , vol.95 , pp. 2-5
    • Chembo, Y.K.1    Colet, P.2    Larger, L.3    Gastaud, N.4
  • 23
    • 61549086518 scopus 로고    scopus 로고
    • Routes to chaos and multiple time scale dynamics in broadband bandpass nonlinear delay electrooptic oscillators
    • Peil, M., Jacquot, M., Chembo, Y. K., Larger, L. & Erneux, T. Routes to chaos and multiple time scale dynamics in broadband bandpass nonlinear delay electrooptic oscillators. Phys. Rev. E 79, 1-15 (2009).
    • (2009) Phys. Rev. e , vol.79 , pp. 1-15
    • Peil, M.1    Jacquot, M.2    Chembo, Y.K.3    Larger, L.4    Erneux, T.5
  • 25
    • 0028747215 scopus 로고
    • Adaptive algorithms for bilinear filtering
    • Mathews, V. J. & Lee, J. Adaptive algorithms for bilinear filtering. Proceedings of SPIE 2296, 317-327 (1994).
    • (1994) Proceedings of SPIE , vol.2296 , pp. 317-327
    • Mathews, V.J.1    Lee, J.2
  • 28
    • 84856468111 scopus 로고    scopus 로고
    • Photonic information processing beyond Turing: An optoelectronic implementation of reservoir computing
    • Larger, T. et al. Photonic information processing beyond Turing: an optoelectronic implementation of reservoir computing. Opt. Express 20, 3241-49 (2012).
    • (2012) Opt. Express , vol.20 , pp. 3241-3249
    • Larger, T.1
  • 29
    • 0034186923 scopus 로고    scopus 로고
    • New results on recurrent network training: Unifying the algorithms and accelerating convergence
    • Atiya, A. F. & Parlos, A. G. New results on recurrent network training: unifying the algorithms and accelerating convergence. IEEE T. Neural Netw. 11, 697-709 (2000).
    • (2000) IEEE T. Neural Netw , vol.11 , pp. 697-709
    • Atiya, A.F.1    Parlos, A.G.2
  • 30
    • 85013775361 scopus 로고    scopus 로고
    • Adaptive nonlinear system identification with echo state networks
    • MIT Press
    • Jaeger, H. Adaptive nonlinear system identification with echo state networks. In Advances in Neural Information Processing Systems 8, 593-600. MIT Press (2002).
    • (2002) Advances in Neural Information Processing Systems , vol.8 , pp. 593-600
    • Jaeger, H.1
  • 31
    • 84859758859 scopus 로고
    • Texas instruments-developed 46-word speaker-dependent isolated word corpus (TI46), September 1991
    • 1 (1 disc)
    • Texas Instruments-Developed 46-Word Speaker-Dependent Isolated Word Corpus (TI46), September 1991, NIST Speech Disc 7-1. 1 (1 disc) (1991).
    • (1991) NIST Speech Disc , pp. 7-1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.