A carbon nanotube cortical neuron with spike-timing-dependent plasticity

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

Volumn , Issue , 2009, Pages 1651-1654

  Joshi, Jonathan ^a   Parker, Alice C ^a   Hsu, Chih Chieh ^a  

^a University of Southern California   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMIMETICS; INTEGRATED CIRCUIT MANUFACTURE; NANOTUBES; NEURONS; TIMING CIRCUITS; YARN;

CARBON NANOTUBE TRANSISTORS; CIRCUIT DESIGNS; CORTICAL NEURONS; SPICE SIMULATIONS; SPIKE TIMING DEPENDENT PLASTICITIES; SYNAPTIC POTENTIAL; SYNAPTIC STRENGTHS; TIMING VARIATIONS;

CARBON NANOTUBES;

EID: 77950969626     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2009.5333251     Document Type: Conference Paper

References (20)

1. Y. Dan and M. M. Poo, "Spike timing-dependent plasticity of neural circuits.," Neuron, vol.44, pp. 23-30, September 2004.
2. H. Markram, J. Lübke, M. Frotscher, and B. Sakmann, "Regulation of synaptic efficacy by coincidence of postsynaptic aps and epsps.," Science, vol.275, pp. 213-215, January 1997.
3. B. M. Kampa, J. Clements, P. Jonas, and G. J. Stuart, "Kinetics of mg2+ unblock of nmda receptors: implications for spike-timing dependent synaptic plasticity.," J Physiol, vol.556, pp. 337-345, April 2004.
4. A. Bianco, R. Sainz, S. Li, H. Dumortier, L. Lacerda, K. Kostarelos, S. Giordani, and M. Prato, Biomedical Applications of Functionalised Carbon Nanotubes, pp. 23-50. 2008.
5. J. Arthur and K. Boahen, "Learning in silicon: Timing is everything," in Advances in Neural Information Processing Systems 18 (Y. Weiss, B. Schölkopf, and J. Platt, eds.), pp. 75-82, Cambridge, MA: MIT Press, 2006.
6. G. Tovar, E. Fukuda, T. Asai, T. Hirose, and Y. Amemiya, "Analog CMOS circuits implementing neural segmentation model based on symmetric STDP learning," Neural Information Processing, pp. 117-126, 2008.
7. H. Tanaka, T. Morie, and K. Aihara, "A CMOS circuit for STDP with a symmetric time window," International Congress Series, vol.1301, pp. 152-155, July 2007.
8. J. Huo and A. Murray, "The role of membrane threshold and rate in STDP silicon neuron circuit simulation," Artificial Neural Networks Formal Models and Their Applications (ICANN 2005), pp. 1009-1014, 2005.
9. G. Indiveri, E. Chicca, and R. Douglas, "A vlsi array of low-power spiking neurons and bistable synapses with spike-timing dependent plasticity," Neural Networks, IEEE Transactions on, vol.17, no.1, pp. 211-221, 2006.
10. A. C. Parker, A. Friesz, and K. Pakdaman, "Towards a nanoscale artificial cortex," in Proceedings of The 2006 International Conference on Computing in Nanotechnology (CNAN'06), June 2006.
11. B. C. Paul, S. Fujita, M. Okajima, T. H. Lee, H. S. P. Wong, and Y. Nishi, "Impact of a process variation on nanowire and nanotube device performance," Electron Devices, IEEE Transactions on, vol.54, no.9, pp. 2369-2376, 2007.
12. N. Patil, J. Deng, A. Lin, H. S. P. Wong, and S. Mitra, "Design methods for misaligned and mispositioned carbon-nanotube immune circuits," Computer-Aided Design of Integrated Circuits and Systems, IEEE Transactions on, vol.27, no.10, pp. 1725-1736, 2008.
13. X. Liu, S. Han, and C. Zhou, "Novel nanotube-on-insulator (noi) approach toward single-walled carbon nanotube devices," Nano Letters, vol.6, pp. 34-39, January 2006.
14. J. Deng and H. S. P. Wong, "A circuit-compatible spice model for enhancement mode carbon nanotube field effect transistors," in Simulation of Semiconductor Processes and Devices, 2006 International Conference on, pp. 166-169, 2006.
15. J. Joshi, C. Hsu, A. Parker, and P. Deshmukh, "A carbon nanotube cortical neuron withexcitatory and inhibitory dendritic computations," in IEEE/NIH 2009 LIfe Science Systems and Applications Workshop (LiSSA 2009), 2009.
16. A. K. Friesz and A. C. Parker, "A biomimetic carbon nanotube synapse," in Biomedical Engineering Conference, 2007.
17. A. C. Parker, J. Joshi, C.-C. Hsu, and N. A. D. Singh, "A carbon nanotube implementation of temporal and spatial dendritic computations," in Circuits and Systems, 2008. MWSCAS 2008. 51st Midwest Symposium on, pp. 818-821, 2008.
18. G. M. Shepherd, ed., Synaptic Organization of the Brain,, vol.5, ch. Introduction to Synaptic Circuits. Oxford University Press, 2004.
19. H. Chaoui, "CMOS analogue adder," Electronics Letters, vol.31, no.3, pp. 180-181, 1995.
20. C. Yu-Ming, L. Rosene, J. Killiany, A. Mangiamele, and I. Luebke, "Increased action potential firing rates of layer 2/3 pyramidal cells in the prefrontal cortex are significantly related to cognitive performance in aged monkeys," Cerebral Cortex, vol.15, pp. 409-418, April 2005.