메뉴 건너뛰기




Volumn 2015-February, Issue February, 2015, Pages 99-104

Comparison of Off-Chip Training Methods for Neuromemristive Systems

Author keywords

memristor; neural networks; neuromemristive systems; neuromorphic

Indexed keywords

CMOS INTEGRATED CIRCUITS; ELECTRIC NETWORK ANALYSIS; FUNCTIONS; MEMRISTORS; NEURAL NETWORKS; REAL TIME SYSTEMS; VLSI CIRCUITS;

EID: 84938229361     PISSN: 10639667     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/VLSID.2015.22     Document Type: Conference Paper
Times cited : (14)

References (28)
  • 1
    • 84871772858 scopus 로고    scopus 로고
    • Memristive devices for computing.
    • Jan., [Online]
    • J. J. Yang, D. B. Strukov, and D. R. Stewart, "Memristive devices for computing." Nature nanotechnology, vol. 8, no. 1, pp. 13-24, Jan. 2013. [Online]. Available: http://www.ncbi.nlm.nih.gov/pubmed/23269430
    • (2013) Nature Nanotechnology , vol.8 , Issue.1 , pp. 13-24
    • Yang, J.J.1    Strukov, D.B.2    Stewart, D.R.3
  • 2
    • 77951026760 scopus 로고    scopus 로고
    • Nanoscale memristor device as synapse in neuromorphic systems.
    • Apr
    • S. H. Jo, T. Chang, I. Ebong, B. B. Bhadviya, P. Mazumder, and W. Lu, "Nanoscale memristor device as synapse in neuromorphic systems." Nano Letters, vol. 10, no. 4, pp. 1297-301, Apr. 2010.
    • (2010) Nano Letters , vol.10 , Issue.4 , pp. 1297-1301
    • Jo, S.H.1    Chang, T.2    Ebong, I.3    Bhadviya, B.B.4    Mazumder, P.5    Lu, W.6
  • 3
    • 84884236106 scopus 로고    scopus 로고
    • Global exponential dissipativity and stabilization of memristor-based recurrent neural networks with timevarying delays
    • Z. Guo, J. Wang, and Z. Yan, "Global exponential dissipativity and stabilization of memristor-based recurrent neural networks with timevarying delays," Neural Networks, vol. 48, no. 0, pp. 158-172, 2013.
    • (2013) Neural Networks , vol.48 , pp. 158-172
    • Guo, Z.1    Wang, J.2    Yan, Z.3
  • 4
    • 84878656616 scopus 로고    scopus 로고
    • On the physical properties of memristive, memcapacitive and meminductive systems
    • M. D. Ventra and Y. V. Pershin, "On the physical properties of memristive, memcapacitive and meminductive systems," Nanotechnology, vol. 24, no. 25, p. 255201, 2013.
    • (2013) Nanotechnology , vol.24 , Issue.25 , pp. 255201
    • Ventra, M.D.1    Pershin, Y.V.2
  • 8
    • 79952950219 scopus 로고    scopus 로고
    • Resistance switching memories are memristors
    • Jan
    • L. Chua, "Resistance switching memories are memristors," Applied Physics A, vol. 102, no. 4, pp. 765-783, Jan. 2011.
    • (2011) Applied Physics A , vol.102 , Issue.4 , pp. 765-783
    • Chua, L.1
  • 9
    • 58349100289 scopus 로고    scopus 로고
    • Exponential ionic drift: Fast switching and low volatility of thin-film memristors
    • Nov
    • D. B. Strukov and R. S. Williams, "Exponential ionic drift: fast switching and low volatility of thin-film memristors," Applied Physics A, vol. 94, no. 3, pp. 515-519, Nov. 2008.
    • (2008) Applied Physics A , vol.94 , Issue.3 , pp. 515-519
    • Strukov, D.B.1    Williams, R.S.2
  • 11
    • 66649107847 scopus 로고    scopus 로고
    • Coupled ionic and electronic transport model of thin-film semiconductor memristive behavior
    • May
    • D. B. Strukov, J. L. Borghetti, and R. S. Williams, "Coupled ionic and electronic transport model of thin-film semiconductor memristive behavior," Small, vol. 5, no. 9, pp. 1058-63, May 2009.
    • (2009) Small , vol.5 , Issue.9 , pp. 1058-1063
    • Strukov, D.B.1    Borghetti, J.L.2    Williams, R.S.3
  • 12
    • 84885593949 scopus 로고    scopus 로고
    • Nanoscale resistive switching devices: Mechanisms and modeling.
    • Nov
    • Y. Yang and W. Lu, "Nanoscale resistive switching devices: mechanisms and modeling." Nanoscale, vol. 5, no. 21, pp. 10 076-92, Nov. 2013.
    • (2013) Nanoscale , vol.5 , Issue.21 , pp. 10076-92
    • Yang, Y.1    Lu, W.2
  • 14
    • 77954466597 scopus 로고    scopus 로고
    • Design considerations for variation tolerant multilevel CMOS / nano memristor memory
    • H. Manem, G. S. Rose, X. He, and W. Wang, "Design Considerations for Variation Tolerant Multilevel CMOS / Nano Memristor Memory," Computer Engineering, pp. 287-292, 2010.
    • (2010) Computer Engineering , pp. 287-292
    • Manem, H.1    Rose, G.S.2    He, X.3    Wang, W.4
  • 15
    • 77956206650 scopus 로고    scopus 로고
    • Impact of process variations on emerging memristor
    • D. Niu, Y. Chen, C. Xu, and Y. Xie, "Impact of Process Variations on Emerging Memristor," Analysis, pp. 877-882, 2010.
    • (2010) Analysis , pp. 877-882
    • Niu, D.1    Chen, Y.2    Xu, C.3    Xie, Y.4
  • 19
    • 78349261547 scopus 로고    scopus 로고
    • Self-adaptive write circuit for low-power and variation-tolerant memristors
    • K.-h. Jo, C.-m. Jung, K.-s. Min, and S.-m. S. Kang, "Self-adaptive write circuit for low-power and variation-tolerant memristors," IEEE Transactions on Nanotechnology, vol. 9, no. 6, pp. 675-678, 2010.
    • (2010) IEEE Transactions on Nanotechnology , vol.9 , Issue.6 , pp. 675-678
    • Jo, K.-H.1    Jung, C.-M.2    Min, K.-S.3    Kang, S.-M.S.4
  • 20
    • 84906345350 scopus 로고    scopus 로고
    • On neuromorphic spiking architectures for asynchronous stdp memristive systems
    • Perez-Carrasco, "On neuromorphic spiking architectures for asynchronous STDP memristive systems," in International Symposium on Circuits and Systems, 2010, pp. 77-80.
    • (2010) International Symposium on Circuits and Systems , pp. 77-80
    • Perez-Carrasco, P.1
  • 21
    • 71249131272 scopus 로고    scopus 로고
    • Implementation of biologically plausible spiking neural network models on the memristor crossbarbased CMOS/nano circuits
    • Aug
    • A. Afifi, A. Ayatollahi, and F. Raissi, "Implementation of biologically plausible spiking neural network models on the memristor crossbarbased CMOS/nano circuits," European Conference on Circuit Theory and Design, pp. 563-566, Aug. 2009.
    • (2009) European Conference on Circuit Theory and Design , pp. 563-566
    • Afifi, A.1    Ayatollahi, A.2    Raissi, F.3
  • 22
    • 84861187747 scopus 로고    scopus 로고
    • CMOS and memristor-based neural network design for position detection
    • Jun
    • I. E. Ebong and P. Mazumder, "CMOS and memristor-based neural network design for position detection," Proceedings of the IEEE, vol. 100, no. 6, pp. 2050-2060, Jun. 2012.
    • (2012) Proceedings of the IEEE , vol.100 , Issue.6 , pp. 2050-2060
    • Ebong, I.E.1    Mazumder, P.2
  • 23
    • 77955992982 scopus 로고    scopus 로고
    • Cellular nanoscale network cell with memristors for local implication logic and synapses
    • May
    • M. Laiho and E. Lehtonen, "Cellular nanoscale network cell with memristors for local implication logic and synapses," in International Symposium on Circuits and Systems, May 2010, pp. 2051-2054.
    • (2010) International Symposium on Circuits and Systems , pp. 2051-2054
    • Laiho, M.1    Lehtonen, E.2
  • 24
  • 25
  • 28
    • 84896979826 scopus 로고    scopus 로고
    • Pattern classification by memristive crossbar circuits using ex situ and in situ training.
    • May, Jun
    • F. Alibart, E. Zamanidoost, and D. B. Strukov, "Pattern classification by memristive crossbar circuits using ex situ and in situ training." Nature communications, vol. 4, no. May, p. 2072, Jun. 2013.
    • (2013) Nature Communications , vol.4 , pp. 2072
    • Alibart, F.1    Zamanidoost, E.2    Strukov, D.B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.