A CMOS switched capacitor implementation of the Mihalas-Niebur neuron

2009 IEEE Biomedical Circuits and Systems Conference, BioCAS 2009

Volumn , Issue , 2009, Pages 105-108

  Folowosele, Fopefolu ^a   Etienne Cummings, Ralph ^a   Hamilton, Tara Julia ^b  

^a Johns Hopkins University   (United States)

^b UNIVERSITY OF QUEENSLAND   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE THRESHOLDS; CIRCUIT IMPLEMENTATION; CMOS PROCESSS; CMOS SWITCHED CAPACITORS; CORTICAL NEURONS; GENERALIZED MODELS; INTEGRATE-AND-FIRE NEURONS; LOW THRESHOLDS; NEURAL MODELS;

NEURONS;

CMOS INTEGRATED CIRCUITS;

EID: 77749315789     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BIOCAS.2009.5372072     Document Type: Conference Paper

References (18)

1. S. Mihalas and E. Niebur, "A generalized linear integrate-and-fire neural model produces diverse spiking behaviors," Neural Computation, 2008, in Press.
2. D. Johnston, S. Wu, and R. Gray, Foundations of cellular neurophysiology. MIT press Cambridge, Mass, 1995.
3. J. Wijekoon and P. Dudek, "Compact silicon neuron circuit with spiking and bursting behavior," Neural Networks, vol. 21, pp. 524-534, 2008.
4. M. Mahowald and R. Douglas, "A silicon neuron," Nature, vol. 354, pp. 515-518, 1991.
5. S. R. Schultz and M. A. Jabri, "Analogue vlsi 'integrate-and-fire' neuron with frequency adaptation," Electronics Letters, vol. 31, 1995.
6. E. Culurciello, R. Etienne-Cummings, and K. Boahen, "Arbitrated address-event representation digital image sensor," Electronics Letters, vol. 37, no. 24, pp. 1443-1445, 2001.
7. A. V. Schaik, "Building blocks for electronic spiking neural networks," Neural Networks, vol. 14, no. 6-7, pp. 617-628, 2001.
8. G. Indiveri, E. Chicca, and R. Douglas, "A low-power adaptive integrateand-fire neuron circuit," in IEEE ISCAS, vol. 4, 2003, pp. 820-823.
9. B. Linares-Barranco, E. Sanchez-Sinencio, A. Rodriguez-Vazquez, and J. L. Huertas, "A cmos implementation of fitzhugh-nagumo neuron model," Solid-State Circuits, IEEE Journal of, vol. 26, 1991.
10. K. Nakada, T. Asai, and H. Hayashi, "Analog vlsi implementation of resonate-and-fire neuron," International Journal of Neural Systems, vol. 16, pp. 445-456, 2006.
11. L. Y. Jun, L. Jihyun, Y. Kim, J. Ayers, A. Volkovskii, A. Selverston, H. Abarbanel, and M. Rabinovich, "Low power real time electronic neuron vlsi design using subthreshold technique," in IEEE ISCAS, vol. 4, 2004, pp. 744-747.
12. E. Izhikevich, "Simple model of spiking neurons," IEEE Transactions on Neural Networks, vol. 14, pp. 1569-1572, 2003.
13. F. Folowosele, T. Hamilton, A. Harrison, A. Cassidy, S. Mihalas, E. Niebur, A. Andreou, and R. Etienne-Cummings, "A switched capacitor implementation of the generalized linear integrate-and-fire neuron," in IEEE International Symposium on Circuits and Systems (ISCAS), 2009, pp. 2149-2152.
14. R. B. Stein, "Some models of neuronal variability," Biophys. J., vol. 7, pp. 37-68, 1967.
15. R. Vogelstein, U. Mallik, J. Vogelstein, and G. Cauwenberghs, "Dynamically reconfigurable silicon array of spiking neurons with conductancebased synapses," IEEE Transactions on Neural Networks, vol. 18, pp. 253-265, 2007.
16. B. Connors and M. Gutnick, "Intrinsic firing patterns of diverse neocortical neurons," Trends in Neurosciences, vol. 13, no. 3, p. 99, 1990.
17. E. E.M. Izhikevich, "Neural excitability, spiking and bursting," International Journal of Bifurcation and Chaos, vol. 10, no. 6, pp. 1171-1266, 2000.
18. E. Izhikevich, "Which model to use for cortical spiking neurons," IEEE Transactions on Neural Networks, vol. 15, no. 5, pp. 1063-1070, 2004.