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Volumn 23, Issue 6, 2012, Pages 889-901

Programming time-multiplexed reconfigurable hardware using a scalable neuromorphic compiler

Author keywords

Neuromorphic systems; neurons; routing; scalable architecture; synapses

Indexed keywords

COMPLEMENTARY METAL OXIDE SEMICONDUCTORS; NEURAL ARCHITECTURES; NEUROMORPHIC HARDWARES; NEUROMORPHIC SYSTEMS; PROPOSED ARCHITECTURES; ROUTING; SCALABLE ARCHITECTURES; SYNAPSES;

EID: 84876923734     PISSN: 2162237X     EISSN: 21622388     Source Type: Journal    
DOI: 10.1109/TNNLS.2012.2191795     Document Type: Article
Times cited : (19)

References (56)
  • 1
    • 84876963156 scopus 로고    scopus 로고
    • DARPA SyNAPSE Broad Agency Announcement (BAA) [Online] Available
    • DARPA SyNAPSE Broad Agency Announcement (BAA) [Online]. Available: http://www.fbo.gov/spg/ODA/DARPA/CMO/BAA08-28/listing.html
  • 2
    • 0024125851 scopus 로고
    • Why VLSI implementation of associative VLCNs require connection multiplexing
    • San Diego, CA, Jul
    • J. Bailey and D. Hammerstrom, "Why VLSI implementation of associative VLCNs require connection multiplexing," in Proc. IEEE Int. Conf. Neural Netw., San Diego, CA, Jul. 1988, pp. 173-180.
    • (1988) Proc. IEEE Int. Conf. Neural Netw , pp. 173-180
    • Bailey, J.1    Hammerstrom, D.2
  • 3
    • 12344261603 scopus 로고    scopus 로고
    • Prospects for terabit-scale nanoelectronic memories
    • D. B. Strukov and K. K. Likharev, "Prospects for terabit-scale nanoelectronic memories," Nanotechnology, vol. 16, no. 1, pp. 137-148, 2005.
    • (2005) Nanotechnology , vol.16 , Issue.1 , pp. 137-148
    • Strukov, D.B.1    Likharev, K.K.2
  • 4
    • 77951026760 scopus 로고    scopus 로고
    • Nanoscale memristor device as synapse in neuromorphic systems
    • S. Jo, T. Chang, I. Ebong, B. Bhavitavya, P. Mazumder, and W. Lu, "Nanoscale memristor device as synapse in neuromorphic systems," Nano Lett., vol. 10, no. 4, pp. 1297-1301, 2010.
    • (2010) Nano Lett , vol.10 , Issue.4 , pp. 1297-1301
    • Jo, S.1    Chang, T.2    Ebong, I.3    Bhavitavya, B.4    Mazumder, P.5    Lu, W.6
  • 5
    • 44649101666 scopus 로고    scopus 로고
    • Cortical models onto CMOL and CMOS architectures and performance/price
    • Nov
    • C. Gao and D. Hammerstrom, "Cortical models onto CMOL and CMOS architectures and performance/price," IEEE Trans. Circuits Syst. I, Reg. Papers, vol. 54, no. 11, pp. 2502-2515, Nov. 2007.
    • (2007) IEEE Trans. Circuits Syst. I, Reg. Papers , vol.54 , Issue.11 , pp. 2502-2515
    • Gao, C.1    Hammerstrom, D.2
  • 6
    • 79957983259 scopus 로고    scopus 로고
    • Analyzing the scaling of connectivity in neuromorphic hardware and in models of neural networks
    • Jun.
    • J. Partzsch and R. Schuffny, "Analyzing the scaling of connectivity in neuromorphic hardware and in models of neural networks," IEEE Trans. Neural Netw., vol. 22, no. 6, pp. 919-935, Jun. 2011.
    • (2011) IEEE Trans. Neural Netw , vol.22 , Issue.6 , pp. 919-935
    • Partzsch, J.1    Schuffny, R.2
  • 10
    • 84861749945 scopus 로고    scopus 로고
    • Energy-efficient neuron, synapse and STDP integrated circuits
    • DOI: 10.1109/TBCAS.2011.2174152 to be published
    • J. M. Cruz-Albrecht, M. Yung, and N. Srinivasa, "Energy-efficient neuron, synapse and STDP integrated circuits," IEEE Trans. Biomed. Circuits Syst, vol. PP, no. 99, p. 1, DOI: 10.1109/TBCAS.2011.2174152, 2012, to be published.
    • (2012) IEEE Trans. Biomed. Circuits Syst , vol.PP , Issue.99 , pp. 1
    • Cruz-Albrecht, J.M.1    Yung, M.2    Srinivasa, N.3
  • 11
    • 84857487915 scopus 로고    scopus 로고
    • Analog learning systems of neuromorphic adaptive plastic scalable electronics
    • Jan.-Feb.
    • N. Srinivasa and J. M. Cruz-Albrecht, "Analog learning systems of neuromorphic adaptive plastic scalable electronics," IEEE Pulse, vol. 3, no. 1, pp. 51-56, Jan.-Feb. 2012.
    • (2012) IEEE Pulse , vol.3 , Issue.1 , pp. 51-56
    • Srinivasa, N.1    Cruz-Albrecht, J.M.2
  • 12
    • 0031012615 scopus 로고    scopus 로고
    • Regulation of synapticefficacy by coincidence of postsynaptic APs and EPSPs
    • H. Markram, J. Lubke, M. Frotscher, and B. Sakmann, "Regulation of synapticefficacy by coincidence of postsynaptic APs and EPSPs," Sci. Mag., vol. 2, vol. 75, pp. 213-215, 1997.
    • (1997) Sci. Mag , vol.2 , Issue.75 , pp. 213-215
    • Markram, H.1    Lubke, J.2    Frotscher, M.3    Sakmann, B.4
  • 13
    • 0032535029 scopus 로고    scopus 로고
    • Activity-induced synaptic modifications in hippocampal culture: Dependence on spike timing, synaptic strength and cell type
    • G. Bi and M. Poo, "Activity-induced synaptic modifications in hippocampal culture: Dependence on spike timing, synaptic strength and cell type," J. Neurosci. vol. 18, no. 24, pp. 10464-10472, 1998.
    • (1998) J. Neurosci , vol.18 , Issue.24 , pp. 10464-10472
    • Bi, G.1    Poo, M.2
  • 14
    • 33644898137 scopus 로고    scopus 로고
    • Polychronization: Computation with spikes
    • E. Izhikevich, "Polychronization: Computation with spikes," Neural Comput., vol. 18, no. 2, pp. 245-82, 2006.
    • (2006) Neural Comput , vol.18 , Issue.2 , pp. 245-282
    • Izhikevich, E.1
  • 15
    • 3242768234 scopus 로고    scopus 로고
    • Spike-timing dynamics of neuronal groups
    • E. Izhikevich, J. Gally, and G. Edelman, "Spike-timing dynamics of neuronal groups," Cerebral Cortex, vol. 14, no. 8, pp. 933-44, 2004.
    • (2004) Cerebral Cortex , vol.14 , Issue.8 , pp. 933-944
    • Izhikevich, E.1    Gally, J.2    Edelman, G.3
  • 17
    • 77956344864 scopus 로고    scopus 로고
    • Real-time simulation of biologically realistic stochastic, neurons in VLSI
    • Sep.
    • H. Chen, S. Saighi, L. Buhry, and S. Renaud, "Real-time simulation of biologically realistic stochastic, neurons in VLSI," IEEE Trans. Neural Netw., vol. 21, no. 9, pp. 1511-1517, Sep. 2010.
    • (2010) IEEE Trans. Neural Netw , vol.21 , Issue.9 , pp. 1511-1517
    • Chen, H.1    Saighi, S.2    Buhry, L.3    Renaud, S.4
  • 18
    • 33846576911 scopus 로고    scopus 로고
    • Accelerating FPGA routing using architecture-adaptive A* techniques
    • Dec
    • A. Sharma and S. Hauck, "Accelerating FPGA routing using architecture-adaptive A* techniques," in Proc. IEEE Int. Field-Program. Technol. Conf., Dec. 2005, pp. 225-232.
    • (2005) Proc. IEEE Int. Field-Program. Technol. Conf , pp. 225-232
    • Sharma, A.1    Hauck, S.2
  • 19
    • 84855772398 scopus 로고    scopus 로고
    • A functional hybrid memristor crossbar-array/cmos system for data storage and neuromorphic applications
    • K. H. Kim, S. Gaba, D. Wheeler, J. Cruz-Albrecht, T. Hussain, N. Srinivasa, and W. Lu, "A functional hybrid memristor crossbar-array/cmos system for data storage and neuromorphic applications," Nano Lett., vol. 12, no. 1, pp. 389-395, 2012.
    • (2012) Nano Lett , vol.12 , Issue.1 , pp. 389-395
    • Kim, K.H.1    Gaba, S.2    Wheeler, D.3    Cruz-Albrecht, J.4    Hussain, T.5    Srinivasa, N.6    Lu, W.7
  • 26
    • 84862221428 scopus 로고    scopus 로고
    • Frontiers in neuromorphic engineering
    • G. Indiveri and T. K. Horiuchi, "Frontiers in neuromorphic engineering," Frontiers Neurosci., vol. 5, no. 118, pp. 1-2, 2011.
    • (2011) Frontiers Neurosci , vol.5 , Issue.118 , pp. 1-2
    • Indiveri, G.1    Horiuchi, T.K.2
  • 28
    • 4043137376 scopus 로고    scopus 로고
    • A burst-mode word-serial address-event link-I: Transmitter design
    • Jul
    • K. Boahen, "A burst-mode word-serial address-event link-I: Transmitter design," IEEE Trans. Circuits Syst. I, vol. 51, no. 7, pp. 1269-80, Jul. 2004.
    • (2004) IEEE Trans. Circuits Syst. i , vol.51 , Issue.7 , pp. 1269-1280
    • Boahen, K.1
  • 29
    • 4043086402 scopus 로고    scopus 로고
    • A burst-mode word-serial address-event link-II: Receiver design
    • Jul
    • K. Boahen, "A burst-mode word-serial address-event link-II: Receiver design," IEEE Trans. Circuits Syst. I, vol. 51, no. 7, pp. 1281-1291, Jul. 2004.
    • (2004) IEEE Trans. Circuits Syst. i , vol.51 , Issue.7 , pp. 1281-1291
    • Boahen, K.1
  • 30
    • 0033740171 scopus 로고    scopus 로고
    • Point-to-point connectivity between neuromorphic chips using address events
    • May
    • K. Boahen, "Point-to-point connectivity between neuromorphic chips using address events," IEEE Trans. Circuits Syst. II, vol. 47, no. 5, pp. 416-34, May 2000.
    • (2000) IEEE Trans. Circuits Syst. II , vol.47 , Issue.5 , pp. 416-434
    • Boahen, K.1
  • 33
    • 34547326796 scopus 로고    scopus 로고
    • FastPlace 3.0: A fast multilevel quadratic placement algorithm with placement congestion control
    • Jan
    • N. Viswanathan, M. Pan, and C. Chu, "FastPlace 3.0: A fast multilevel quadratic placement algorithm with placement congestion control," in Proc. Asia South Pacific Design Autom. Conf., Jan. 2007, pp. 135-140.
    • (2007) Proc. Asia South Pacific Design Autom. Conf , pp. 135-140
    • Viswanathan, N.1    Pan, M.2    Chu, C.3
  • 35
    • 85087577678 scopus 로고    scopus 로고
    • Balancing interconnect and computation in a reconfigurable computing array
    • A. DeHon, "Balancing interconnect and computation in a reconfigurable computing array," in Proc. ACM/SIGDA 7th Int. Symp. Field Program. Gate Arrays, 1999, pp. 1-10.
    • (1999) Proc. ACM/SIGDA 7th Int. Symp. Field Program. Gate Arrays , pp. 1-10
    • Dehon, A.1
  • 36
    • 84877000251 scopus 로고    scopus 로고
    • [Online] Available
    • Virtex6 Datasheet [Online]. Available: http://www.xilinx.com/ publications/prod-mktg/Virtex6-Product-Table.pdf
    • Virtex6 Datasheet
  • 37
    • 30744439313 scopus 로고    scopus 로고
    • A resilient, low-frequency, small-world human brain functional network with highly connected association cortical hubs
    • Jan
    • S. Achard, R. Salvador, B. Whitcher, J. Suckling, and E. Bullmore, "A resilient, low-frequency, small-world human brain functional network with highly connected association cortical hubs," J. Neurosci., vol. 26, pp. 63-72, Jan. 2006.
    • (2006) J. Neurosci , vol.26 , pp. 63-72
    • Achard, S.1    Salvador, R.2    Whitcher, B.3    Suckling, J.4    Bullmore, E.5
  • 40
    • 84899829959 scopus 로고
    • A formal basis for the heuristic determination of minimum cost paths
    • Jul
    • P. Hart, N. Nilsson, and B. Raphael, "A formal basis for the heuristic determination of minimum cost paths," IEEE Trans. Syst. Sci. Cybern., vol. 4, no. 2, pp. 100-107, Jul. 1968.
    • (1968) IEEE Trans. Syst. Sci. Cybern , vol.4 , Issue.2 , pp. 100-107
    • Hart, P.1    Nilsson, N.2    Raphael, B.3
  • 41
    • 84938015047 scopus 로고
    • A method for the construction of minimum-redundancy codes
    • Sep
    • D. A. Huffman, "A method for the construction of minimum-redundancy codes," Proc. IRE, vol. 40, no. 9, pp. 1098-1102, Sep. 1952.
    • (1952) Proc. IRE , vol.40 , Issue.9 , pp. 1098-1102
    • Huffman, D.A.1
  • 42
    • 0021439618 scopus 로고
    • A technique for high-performance data compression
    • Jun
    • T. Welch, "A technique for high-performance data compression," IEEE Comput., vol. 17, no. 6, pp. 8-19, Jun. 1984.
    • (1984) IEEE Comput , vol.17 , Issue.6 , pp. 8-19
    • Welch, T.1
  • 43
    • 35649001607 scopus 로고
    • A quantitative description of membrane current and application to conduction and excitation in nerve
    • A. L. Hodgkin and A. F. Huxley, "A quantitative description of membrane current and application to conduction and excitation in nerve," J. Phys., vol. 117, no. 4, pp. 500-544, 1952.
    • (1952) J. Phys , vol.117 , Issue.4 , pp. 500-544
    • Hodgkin, A.L.1    Huxley, A.F.2
  • 44
    • 4344661328 scopus 로고    scopus 로고
    • Which model to use for cortical spiking neurons?
    • Sep
    • E. Izhikevich, "Which model to use for cortical spiking neurons?" IEEE Trans. Neural Netw., vol. 15, no. 5, pp. 1063-1070, Sep. 2004.
    • (2004) IEEE Trans. Neural Netw , vol.15 , Issue.5 , pp. 1063-1070
    • Izhikevich, E.1
  • 45
    • 53349102813 scopus 로고
    • Impulses and physiological states in theoretical models of nerve membrane
    • R. FitzHugh, "Impulses and physiological states in theoretical models of nerve membrane," Biophys. J., vol. 1, no. 6, pp. 445-466, 1961.
    • (1961) Biophys. J , vol.1 , Issue.6 , pp. 445-466
    • Fitzhugh, R.1
  • 46
    • 27144498986 scopus 로고    scopus 로고
    • Adaptive exponential integrate and fire model as an effective description of neuronal activity
    • R. Brette and W. Gerstner, "Adaptive exponential integrate and fire model as an effective description of neuronal activity," J. Neurophys., vol. 94, no. 5, pp. 3637-3642, 2005.
    • (2005) J. Neurophys , vol.94 , Issue.5 , pp. 3637-3642
    • Brette, R.1    Gerstner, W.2
  • 47
    • 34548821852 scopus 로고    scopus 로고
    • Synaptic dynamics in analog VLSI
    • C. Bartolozzi and G. Indiveri, "Synaptic dynamics in analog VLSI," Neural Comput., vol. 19, no. 10, pp. 2581-2603, 2007.
    • (2007) Neural Comput , vol.19 , Issue.10 , pp. 2581-2603
    • Bartolozzi, C.1    Indiveri, G.2
  • 48
    • 0742323527 scopus 로고    scopus 로고
    • Homeostatic plasticity in the developing nervous system
    • G. Turrigiano and S. Nelson, "Homeostatic plasticity in the developing nervous system," Nature Rev. Neurosci., vol. 5, no. 2, pp. 97-107, 2004.
    • (2004) Nature Rev. Neurosci , vol.5 , Issue.2 , pp. 97-107
    • Turrigiano, G.1    Nelson, S.2
  • 49
    • 58149464971 scopus 로고    scopus 로고
    • Global scaling of synaptic efficacy: Homeostasis in silicon synapses
    • C. Bartolozzi and G. Indiveri, "Global scaling of synaptic efficacy: Homeostasis in silicon synapses," Neurocomputing, vol. 72, nos. 4-6, pp. 726-731, 2009.
    • (2009) Neurocomputing , vol.72 , Issue.4-6 , pp. 726-731
    • Bartolozzi, C.1    Indiveri, G.2
  • 50
    • 0036340236 scopus 로고    scopus 로고
    • Spike frequency adaptation and neocortical rhythms
    • G. Fuhrmann, H. Markram, and M. Tsodyks, "Spike frequency adaptation and neocortical rhythms," J. Neurophys., vol. 88, no. 2, pp. 761-770, 2002.
    • (2002) J. Neurophys , vol.88 , Issue.2 , pp. 761-770
    • Fuhrmann, G.1    Markram, H.2    Tsodyks, M.3
  • 51
    • 0037315364 scopus 로고    scopus 로고
    • Modeling short-term synaptic depression in silicon
    • M. Boegerhausen, P. Suter, and S.-C. Liu, "Modeling short-term synaptic depression in silicon," Neural Comput., vol. 15, no. 2, pp. 331-348, 2003.
    • (2003) Neural Comput , vol.15 , Issue.2 , pp. 331-348
    • Boegerhausen, M.1    Suter, P.2    Liu, S.-C.3
  • 52
    • 2442657945 scopus 로고    scopus 로고
    • Contribution of AMPA, NMDA, and GABA(A) receptors to temporal pattern of postsynaptic responses in the inferior colliculus of the rat
    • S. H. Wu, C. L. Ma, and J. B. Kelly, "Contribution of AMPA, NMDA, and GABA(A) receptors to temporal pattern of postsynaptic responses in the inferior colliculus of the rat," J. Neurosci., vol. 24, no. 19, pp. 4625-4634, 2004.
    • (2004) J. Neurosci , vol.24 , Issue.19 , pp. 4625-4634
    • Wu, S.H.1    Ma, C.L.2    Kelly, J.B.3
  • 55
    • 0035080096 scopus 로고    scopus 로고
    • NEURON: A tool for neuroscientists
    • M. Hines and N. Carnevale, "NEURON: A tool for neuroscientists, " Neuroscientist, vol. 7, no. 2, pp. 123-135, 2001.
    • (2001) Neuroscientist , vol.7 , Issue.2 , pp. 123-135
    • Hines, M.1    Carnevale, N.2
  • 56
    • 79952957055 scopus 로고    scopus 로고
    • Mar Reed Electronics Group Beijing China [Online]. Available
    • T. R. Halfhill (2010, Mar). Tabula's Time Machine. Reed Electronics Group, Beijing, China [Online]. Available: http://www.tabula.com/news/M11- Tabula-Reprint.pdf
    • (2010) Tabula's Time Machine
    • Halfhill, T.R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.