Analog VLSI Building Blocks

作者: Bing J. Sheu , Joongho Choi

DOI: 10.1007/978-1-4615-2247-8_8

关键词: Power consumptionComputer scienceChipVlsi chipComputer hardwareVery-large-scale integrationSynapseAnalog multiplier

摘要: Since the number of synapses is typically much larger than numbers neurons on a VLSI chip, characteristics an analog multiplier used for synapse cell determines accuracy, silicon area, and power consumption neuroprocessor chip. Several design issues should be carefully addressed performance optimization cell.

参考文章(26)
R.P. Lippmann, A critical overview of neural network pattern classifiers Neural Networks for Signal Processing Proceedings of the 1991 IEEE Workshop. pp. 266- 275 ,(1991) , 10.1109/NNSP.1991.239515
J. Choi, B.J. Sheu, VLSI design of compact and high-precision analog neural network processors international joint conference on neural network. ,vol. 2, pp. 637- 641 ,(1992) , 10.1109/IJCNN.1992.226916
Gabor C. Temes, Roubik Gregorian, Analog MOS Integrated Circuits for Signal Processing ,(1986)
Lee Sukhan, Kil, Multilayer feedforward potential function network IEEE 1988 International Conference on Neural Networks. pp. 161- 171 ,(1988) , 10.1109/ICNN.1988.23844
B.J. Sheu, C. Hu, Switch-induced error voltage on a switched capacitor IEEE Journal of Solid-State Circuits. ,vol. 19, pp. 519- 525 ,(1984) , 10.1109/JSSC.1984.1052176
M Banu, Y Tsividis, None, Floating voltage-controlled resistors in CMOS technology Electronics Letters. ,vol. 18, pp. 678- 679 ,(1982) , 10.1049/EL:19820461
Renals, Rohwer, Phoneme classification experiments using radial basis functions international joint conference on neural network. pp. 461- 467 ,(1989) , 10.1109/IJCNN.1989.118620
P.W. Hollis, J.J. Paulos, Artificial neural networks using MOS analog multipliers IEEE Journal of Solid-state Circuits. ,vol. 25, pp. 849- 855 ,(1990) , 10.1109/4.102684
A.L. Dajani, M. Kamel, M.I. Elmastry, Single layer potential function neural network for unsupervised learning 1990 IJCNN International Joint Conference on Neural Networks. pp. 273- 278 ,(1990) , 10.1109/IJCNN.1990.137726