메뉴 건너뛰기




Volumn 27, Issue 35, 2016, Pages

All-memristive neuromorphic computing with level-tuned neurons

Author keywords

computational nanotechnology; neuromorphic systems; phase change devices

Indexed keywords

COGNITIVE SYSTEMS; DISTRIBUTED COMPUTER SYSTEMS; DYNAMICS; MEMORY ARCHITECTURE; MEMRISTORS; NANOTECHNOLOGY; NETWORK ARCHITECTURE; NEURAL NETWORKS;

EID: 84984846408     PISSN: 09574484     EISSN: 13616528     Source Type: Journal    
DOI: 10.1088/0957-4484/27/35/355205     Document Type: Article
Times cited : (123)

References (35)
  • 1
    • 0025507283 scopus 로고
    • Neuromorphic electronic systems
    • 1629-36
    • Mead C 1990 Neuromorphic electronic systems Proc. IEEE 78 1629-36
    • (1990) Proc. IEEE , vol.78 , pp. 1629-1636
    • Mead, C.1
  • 2
    • 84937212908 scopus 로고    scopus 로고
    • Memory and information processing in neuromorphic systems
    • 1379-97
    • Indiveri G and Liu S-C 2015 Memory and information processing in neuromorphic systems Proc. IEEE 103 1379-97
    • (2015) Proc. IEEE , vol.103 , pp. 1379-1397
    • Indiveri, G.1    Liu, S.-C.2
  • 4
    • 0034928712 scopus 로고    scopus 로고
    • Synaptic modification by correlated activity: Hebb's postulate revisited
    • 139-66
    • Guo-qiang B and Mu-ming P 2001 Synaptic modification by correlated activity: Hebb's postulate revisited Annu. Rev. Neurosci. 24 139-66
    • (2001) Annu. Rev. Neurosci. , vol.24 , pp. 139-166
    • Guo-Qiang, B.1    Mu-Ming, P.2
  • 5
    • 84861765357 scopus 로고    scopus 로고
    • Extraction of temporally correlated features from dynamic vision sensors with spike-timing-dependent plasticity
    • 339-48
    • Bichler O, Querlioz D, Thorpe S J, Bourgoin J-P and Gamrat C 2012 Extraction of temporally correlated features from dynamic vision sensors with spike-timing-dependent plasticity Neural Netw. 32 339-48
    • (2012) Neural Netw. , vol.32 , pp. 339-348
    • Bichler, O.1    Querlioz, D.2    Thorpe, S.J.3    Bourgoin, J.-P.4    Gamrat, C.5
  • 8
    • 70349237556 scopus 로고    scopus 로고
    • Computation with spikes in a winner-take-all network
    • 2437-65
    • Oster M, Douglas R and Liu S-C 2009 Computation with spikes in a winner-take-all network Neural Comput. 21 2437-65
    • (2009) Neural Comput. , vol.21 , pp. 2437-2465
    • Oster, M.1    Douglas, R.2    Liu, S.-C.3
  • 9
    • 84888811418 scopus 로고    scopus 로고
    • Real-time classification and sensor fusion with a spiking deep belief network
    • 01-13
    • O'Connor P, Neil D, Liu S C, Delbruck T and Pfeiffer M 2013 Real-time classification and sensor fusion with a spiking deep belief network Frontiers Neurosci. 7 01-13
    • (2013) Frontiers Neurosci. , vol.7 , pp. 01-13
    • O'Connor, P.1    Neil, D.2    Liu, S.C.3    Delbruck, T.4    Pfeiffer, M.5
  • 10
    • 84940184638 scopus 로고    scopus 로고
    • Unsupervised learning of digit recognition using spike-timing-dependent plasticity
    • Diehl P U and Cook M 2015 Unsupervised learning of digit recognition using spike-timing-dependent plasticity Frontiers Comput. Neurosci. 9 99
    • (2015) Frontiers Comput. Neurosci. , vol.9 , pp. 99
    • Diehl, P.U.1    Cook, M.2
  • 12
    • 79960642436 scopus 로고    scopus 로고
    • Short-term plasticity and long-term potentiation mimicked in single inorganic synapses
    • 591-5
    • Ohno T, Hasegawa T, Tsuruoka T, Terabe K, Gimzewski J K and Aono M 2011 Short-term plasticity and long-term potentiation mimicked in single inorganic synapses Nat. Mater. 10 591-5
    • (2011) Nat. Mater. , vol.10 , pp. 591-595
    • Ohno, T.1    Hasegawa, T.2    Tsuruoka, T.3    Terabe, K.4    Gimzewski, J.K.5    Aono, M.6
  • 13
    • 80455156136 scopus 로고    scopus 로고
    • A 45 nm CMOS neuromorphic chip with a scalable architecture for learning in networks of spiking neurons
    • pp 1-4
    • Jae-sun S et al 2011 A 45 nm CMOS neuromorphic chip with a scalable architecture for learning in networks of spiking neurons 2011 IEEE Custom Integrated Circuits Conf. (CICC) pp 1-4
    • (2011) 2011 IEEE Custom Integrated Circuits Conf. (CICC) , pp. 1-4
    • Jae-Sun, S.1
  • 15
    • 84861089198 scopus 로고    scopus 로고
    • Nanoelectronic programmable synapses based on phase change materials for brain-inspired computing
    • 2179-86
    • Kuzum D, Jeyasingh R G D, Lee B and Wong H S P 2012 Nanoelectronic programmable synapses based on phase change materials for brain-inspired computing Nano Lett. 12 2179-86
    • (2012) Nano Lett. , vol.12 , pp. 2179-2186
    • Kuzum, D.1    Jeyasingh, R.G.D.2    Lee, B.3    Wong, H.S.P.4
  • 16
    • 84885651650 scopus 로고    scopus 로고
    • Nanoscale electronic synapses using phase change devices
    • 1-20
    • Jackson B L et al 2013 Nanoscale electronic synapses using phase change devices ACM J. Emerging Technol. Comput. Syst. 9 1-20
    • (2013) ACM J. Emerging Technol. Comput. Syst. , vol.9 , pp. 1-20
    • Jackson, B.L.1
  • 22
    • 84915785122 scopus 로고    scopus 로고
    • Phase change materials and phase change memory
    • 703-10
    • Raoux S, Xiong F, Wuttig M and Pop E 2014 Phase change materials and phase change memory MRS Bull. 39 703-10
    • (2014) MRS Bull. , vol.39 , pp. 703-710
    • Raoux, S.1    Xiong, F.2    Wuttig, M.3    Pop, E.4
  • 25
    • 77950580500 scopus 로고    scopus 로고
    • Phase change memory technology
    • Burr G W et al 2010 Phase change memory technology J. Vac. Sci. Technol. B 28 223
    • (2010) J. Vac. Sci. Technol. , vol.28 , pp. 223
    • Burr, G.W.1
  • 29
    • 84903999175 scopus 로고    scopus 로고
    • Crystal growth within a phase change memory cell
    • Sebastian A, Gallo M L and Krebs D 2014 Crystal growth within a phase change memory cell Nat. Commun. 5 4314
    • (2014) Nat. Commun. , vol.5 , pp. 4314
    • Sebastian, A.1    Gallo, M.L.2    Krebs, D.3
  • 30
    • 0033860923 scopus 로고    scopus 로고
    • Competitive Hebbian learning through spike-timing-dependent synaptic plasticity
    • 919-26
    • Song S, Miller K D and Abbott L F 2000 Competitive Hebbian learning through spike-timing-dependent synaptic plasticity Nat. Neurosci. 3 919-26
    • (2000) Nat. Neurosci. , vol.3 , pp. 919-926
    • Song, S.1    Miller, K.D.2    Abbott, L.F.3
  • 34
    • 78650037230 scopus 로고    scopus 로고
    • Level-tuned neurons in primary auditory cortex adapt differently to loud versus soft sounds
    • 178-90
    • Watkins P V and Barbour D L 2011 Level-tuned neurons in primary auditory cortex adapt differently to loud versus soft sounds Cerebral Cortex 21 178-90
    • (2011) Cerebral Cortex , vol.21 , pp. 178-190
    • Watkins, P.V.1    Barbour, D.L.2
  • 35
    • 34547322094 scopus 로고    scopus 로고
    • Kinetic models of spike-timing dependent plasticity and their functional consequences in detecting correlations
    • 81-97
    • Zou Q and Destexhe A 2007 Kinetic models of spike-timing dependent plasticity and their functional consequences in detecting correlations Biol. Cybern. 97 81-97
    • (2007) Biol. Cybern. , vol.97 , pp. 81-97
    • Zou, Q.1    Destexhe, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.