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Volumn , Issue , 2014, Pages 1648-1651

Highly scalable neuromorphic hardware with 1-bit stochastic nano-synapses

Author keywords

[No Author keywords available]

Indexed keywords

CMOS INTEGRATED CIRCUITS; DATA STORAGE EQUIPMENT; HARDWARE; MAGNETIC STORAGE; SWITCHING;

EID: 84907417570     PISSN: 02714310     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCAS.2014.6865468     Document Type: Conference Paper
Times cited : (8)

References (19)
  • 3
    • 84883632633 scopus 로고    scopus 로고
    • Short-term memory of TiO2-based electrochem-ical capacitors: Empirical analysis with adoption of a sliding threshold
    • H. Lim et al., "Short-term memory of TiO2-based electrochem-ical capacitors: empirical analysis with adoption of a sliding threshold," Nanotechnology, vol. 24, no. 38, p. 384005, 2013.
    • (2013) Nanotechnology , vol.24 , Issue.38 , pp. 384005
    • Lim, H.1
  • 4
    • 22144441670 scopus 로고    scopus 로고
    • Graded bidirectional synaptic plasticity is composed of switch-like unitary events
    • D.-H. O'Connor et al., "Graded bidirectional synaptic plasticity is composed of switch-like unitary events," Proceedings of the National Academy of Sciences, vol. 102, no. 27, pp. 9679-9684, 2005.
    • (2005) Proceedings of the National Academy of Sciences , vol.102 , Issue.27 , pp. 9679-9684
    • O'connor, D.-H.1
  • 5
    • 0040669525 scopus 로고    scopus 로고
    • Hebbian spike-driven synaptic plasticity for learning patterns of mean firing rates
    • S. Fusi, "Hebbian spike-driven synaptic plasticity for learning patterns of mean firing rates," Biological Cybernetics, vol. 87, no. 5-6, pp. 459-470, 2002.
    • (2002) Biological Cybernetics , vol.87 , Issue.5-6 , pp. 459-470
    • Fusi, S.1
  • 6
    • 27944431781 scopus 로고    scopus 로고
    • Convergence of stochastic learning in percep-trons with binary synapses
    • W. Senn et al., "Convergence of stochastic learning in percep-trons with binary synapses," Physical Review E, vol. 71, no. 6, p. 061907, 2005.
    • (2005) Physical Review e , vol.71 , Issue.6 , pp. 061907
    • Senn, W.1
  • 7
    • 80455156136 scopus 로고    scopus 로고
    • A 45nm CMOS neuromorphic chip with a scal-Able architecture for learning in networks of spiking neurons
    • J.-S. Seo et al., "A 45nm CMOS neuromorphic chip with a scal-Able architecture for learning in networks of spiking neurons," in IEEE Custom Integrated Circuits Conference, 2011, pp. 1-4.
    • (2011) IEEE Custom Integrated Circuits Conference , pp. 1-4
    • Seo, J.-S.1
  • 8
    • 84883517906 scopus 로고    scopus 로고
    • Synaptic electronics: Materials, devices and applications
    • D. Kuzum et al., "Synaptic electronics: materials, devices and applications," Nanotechnology, vol. 24, no. 38, pp. 382 001-382 001, 2013.
    • (2013) Nanotechnology , vol.24 , Issue.38 , pp. 382001-382001
    • Kuzum, D.1
  • 9
    • 84886768743 scopus 로고    scopus 로고
    • Impact of PCM resistance-drift in neuromorphic systems and drift-mitigation strategy
    • M. Suri et al., "Impact of PCM resistance-drift in neuromorphic systems and drift-mitigation strategy," in IEEE/ACM Interna-tional Symposium on Nanoscale Architectures, 2013.
    • (2013) IEEE/ACM Interna-tional Symposium on Nanoscale Architectures
    • Suri, M.1
  • 10
    • 84873618853 scopus 로고    scopus 로고
    • Low-power non-volatile spintronic memory: STT-RAM and beyond
    • K. Wang et al., "Low-power non-volatile spintronic memory: STT-RAM and beyond," Journal of Physics D: Applied Physics, vol. 46, no. 7, p. 074003, 2013.
    • (2013) Journal of Physics D: Applied Physics , vol.46 , Issue.7 , pp. 074003
    • Wang, K.1
  • 11
    • 0023133243 scopus 로고
    • The probabilistic nature of synaptic trans-mission at a mammalian excitatory central synapse
    • B. Walmsley et al., "The probabilistic nature of synaptic trans-mission at a mammalian excitatory central synapse," Journal of Neuroscience, vol. 7, no. 4, pp. 1037-1046, 1987.
    • (1987) Journal of Neuroscience , vol.7 , Issue.4 , pp. 1037-1046
    • Walmsley, B.1
  • 12
    • 84876111279 scopus 로고    scopus 로고
    • CBRAM devices as binary synapses for low-power stochastic neuromorphic systems: Auditory (Cochlea) and visual (Retina) cognitive processing applications
    • M. Suri et al., "CBRAM devices as binary synapses for low-power stochastic neuromorphic systems: Auditory (Cochlea) and visual (Retina) cognitive processing applications," in IEEE International Electron Devices Meeting, 2012, pp. 3-10.
    • (2012) IEEE International Electron Devices Meeting , pp. 3-10
    • Suri, M.1
  • 13
    • 84883229739 scopus 로고    scopus 로고
    • Stochastic memristive devices for computing and neuromorphic applications
    • S. Gaba et al., "Stochastic memristive devices for computing and neuromorphic applications," Nanoscale, vol. 5, pp. 5872-5878, 2013.
    • (2013) Nanoscale , vol.5 , pp. 5872-5878
    • Gaba, S.1
  • 14
    • 84875158827 scopus 로고    scopus 로고
    • A low energy oxide-based electronic synaptic device for neuromorphic visual systems with tolerance to device variation
    • S. Yu et al., "A low energy oxide-based electronic synaptic device for neuromorphic visual systems with tolerance to device variation," Advanced Materials, vol. 25, no. 12, pp. 1774-1779, 2013.
    • (2013) Advanced Materials , vol.25 , Issue.12 , pp. 1774-1779
    • Yu, S.1
  • 16
    • 84878137470 scopus 로고    scopus 로고
    • An associative capacitive network based on nanoscale complementary resistive switches for memory-intensive comput-ing
    • -, "An associative capacitive network based on nanoscale complementary resistive switches for memory-intensive comput-ing," Nanoscale, vol. 5, no. 11, pp. 5119-5128, 2013.
    • (2013) Nanoscale , vol.5 , Issue.11 , pp. 5119-5128
    • Kavehei, O.1
  • 17
    • 84883666780 scopus 로고    scopus 로고
    • Analysis of resistance variations and variance-Aware read circuit for cross-point ReRAM
    • J.-K. Park et al., "Analysis of resistance variations and variance-Aware read circuit for cross-point ReRAM," in IEEE Interna-tional Memory Workshop, 2013, pp. 112-115.
    • (2013) IEEE Interna-tional Memory Workshop , pp. 112-115
    • Park, J.-K.1
  • 18
    • 84907393009 scopus 로고    scopus 로고
    • A high-speed 7.2-ns read-write random access 4-Mb embedded resistive RAM (ReRAM) macro using process-variation-tolerant current-mode read schemes
    • M.-F. Chang et al., "A high-speed 7.2-ns read-write random access 4-Mb embedded resistive RAM (ReRAM) macro using process-variation-tolerant current-mode read schemes," IEEE Journal of Solid-State Circuits.
    • IEEE Journal of Solid-State Circuits
    • Chang, M.-F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.