메뉴 건너뛰기




Volumn , Issue , 2010, Pages 771-778

An FPGA-based accelerator for analog VLSI Artificial Neural Network emulation

Author keywords

Analog VLSI emulation; Artificial Neural Networks; Embed ded systems; FPGA based accelerators; Hardware time multiplexing

Indexed keywords

ANALOG VLSI; ARTIFICIAL NEURAL NETWORK; ARTIFICIAL NEURAL NETWORKS; DATA FLOW; DESKTOP COMPUTER; DEVICE MISMATCH; FPGA-BASED ACCELERATORS; HARDWARE RESOURCES; HIGH COSTS; MEMORY SYSTEMS; NETWORK SIZE; NONLINEAR TRANSFER FUNCTIONS; ON CHIPS; SINGLE-NEURON; SOFTWARE IMPLEMENTATION; TEST SAMPLES; TEST SEQUENCE; TIME MULTIPLEXING;

EID: 78649877784     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DSD.2010.20     Document Type: Conference Paper
Times cited : (4)

References (16)
  • 2
    • 33646891546 scopus 로고    scopus 로고
    • Adaptive CMOS: From biological inspiration to systems-on-a-chip
    • DOI 10.1109/5.993402, PII S0018921902029018
    • C. Diorio, D. Hsu, and M. Figueroa, "Adaptive CMOS: from Biological Inspiration to Systems-on-a-Chip," Proceedings of the IEEE, vol. 90, no. 3, pp. 345-357, 2002. (Pubitemid 43779295)
    • (2002) Proceedings of the IEEE , vol.90 , Issue.3 , pp. 345-357
    • Diorio, C.1    Hsu, D.2    Figueroa, M.3
  • 3
    • 0003415396 scopus 로고    scopus 로고
    • G. Cauwenberghs and M. A. Bayoumi, Eds. ser. The Kluwer International Series in Engineering and Computer Science. Kluwer Academic Press
    • G. Cauwenberghs and M. A. Bayoumi, Eds., Learning on Silicon: Adaptive VLSI Neural Systems, ser. The Kluwer International Series in Engineering and Computer Science. Kluwer Academic Press, 1999.
    • (1999) Learning on Silicon: Adaptive VLSI Neural Systems
  • 5
    • 0029378529 scopus 로고
    • Tolerance to analog hardware of on-chip learning in backpropagation networks
    • B. Dolenko and H. Card, "Tolerance to Analog Hardware of On-Chip Learning in Backpropagation Networks," IEEE Transactions on Neural Networks, vol. 6, no. 5, pp. 1045-1052, 1995.
    • (1995) IEEE Transactions on Neural Networks , vol.6 , Issue.5 , pp. 1045-1052
    • Dolenko, B.1    Card, H.2
  • 7
    • 67650723834 scopus 로고    scopus 로고
    • A comparison of CPUs, GPUs, FPGAs, and massively parallel processor arrays for random number generation
    • D. B. Thomas, L. Howes, and W. Luk, "A Comparison of CPUs, GPUs, FPGAs, and Massively Parallel Processor Arrays for Random Number Generation," in Proceedings of the ACM/SIGDA international symposium on FPGAs, 2009, pp. 63-72.
    • (2009) Proceedings of the ACM/SIGDA International Symposium on FPGAs , pp. 63-72
    • Thomas, D.B.1    Howes, L.2    Luk, W.3
  • 9
    • 0242695730 scopus 로고    scopus 로고
    • Implementation of an RBF neural network on embedded systems: Real-time face tracking and identity verification
    • F. Yang and M. Paindavoine, "Implementation of an RBF Neural Network on Embedded Systems: Real-Time Face Tracking and Identity Verification," in IEEE Transactions On Neural Networks, vol. 14, 2003, pp. 1162-1175.
    • (2003) IEEE Transactions on Neural Networks , vol.14 , pp. 1162-1175
    • Yang, F.1    Paindavoine, M.2
  • 12
    • 0030243260 scopus 로고    scopus 로고
    • A four-quadrant subthreshold mode multiplier for analog neural-network applications
    • IEEE Transactions on sep
    • D. Coue and G. Wilson, "A four-quadrant subthreshold mode multiplier for analog neural-network applications," Neural Networks, IEEE Transactions on, vol. 7, no. 5, pp. 1212-1219, sep 1996.
    • (1996) Neural Networks , vol.7 , Issue.5 , pp. 1212-1219
    • Coue, D.1    Wilson, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.