Dendritic computations, dendritic spiking and dendritic plasticity in nanoelectronic neurons

Midwest Symposium on Circuits and Systems

Volumn , Issue , 2010, Pages 89-92

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

^a University of Southern California   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CARBON NANOTUBE FET; CORTICAL NEURONS; ELECTRONIC CIRCUITS; NON-LINEAR RESPONSE; PRESYNAPTIC INPUTS; PYRAMIDAL NEURON; SPICE MODEL;

CARBON NANOTUBES;

SPICE;

EID: 77956599920     PISSN: 15483746     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MWSCAS.2010.5548568     Document Type: Conference Paper

References (22)

1. M. Larkum and T. Nevian, "Synaptic clustering by dendritic signalling mechanisms," Current Opinion in Neurobiology, vol. 18, pp. 321-331, June 2008.
2. A. Losonczy, J. K. Makara, and J. C. Magee, "Compartmentalized dendritic plasticity and input feature storage in neurons," Nature, vol. 452, pp. 436-441, March 2008.
3. S. Remy, J. Csicsvari, and H. Beck, "Activity-dependent control of neuronal output by local and global dendritic spike attenuation.," Neuron, vol. 61, pp. 906-916, March 2009.
4. M. E. Larkum and J. J. Zhu, "Signaling of layer 1 and whisker-evoked Ca2+ and Na+ action potentials in distal and terminal dendrites of rat neocortical pyramidal neurons in vitro and in vivo," J. Neurosci., vol. 22, pp. 6991-7005, August 2002.
5. G. Ariav, A. Polsky, and J. Schiller, "Submillisecond precision of the input-output transformation function mediated by fast sodium dendritic spikes in basal dendrites of ca1 pyramidal neurons," J. Neurosci., vol. 23, pp. 7750-7758, August 2003.
6. A. Polsky, B. Mel, and J. Schiller, "Encoding and decoding bursts by NMDA spikes in basal dendrites of layer 5 pyramidal neurons," J. Neurosci., vol. 29, pp. 11891-11903, September 2009.
7. S. Remy and N. Spruston, "Dendritic spikes induce single-burst longterm potentiation," Proceedings of the National Academy of Sciences, vol. 104, pp. 17192-17197, October 2007.
8. J. Elias, H. Chu, and S. Meshreki, "Silicon implementation of an artificial dendritic tree," in Proceedings IEEE International Joint Conference on Neural Networks, vol. 1, pp. 154-159, IEEE, 1992.
9. C. Rasche and R. J. Douglas, "Forward- and backpropagation in a silicon dendrite," IEEE transactions on Neural Networks, vol. 12, no. 2, pp. 386-393, 2001.
10. E. Farquhar, D. Abramson, and P. Hasler, "A reconfigurable bidirectional active 2 dimensional dendrite model," in Proceedings of the 2004 International Symposium on Circuits and Systems, vol. 1, pp. 313-316, May 2004.
11. J. V. Arthur and K. Boahen, "Recurrently connected silicon neurons with active dendrites for one-shot learning," in Proceedings IEEE International Joint Conference on Neural Networks, vol. 3, pp. 1699- 1704, July 2004.
12. Y. Wang and S.-C. Liu, "Input evoked nonlinearities in silicon dendritic circuits," in IEEE International Symposium on Circuits and Systems, pp. 2894-2897, IEEE, May 2009.
13. A. C. Parker, A. K. Friesz, and A. Pakdaman, "Towards a nanoscale artificial cortex," in Proceedings of International Conference on Computing in Nanotechnology, June 2006.
14. K. Natori, Y. Kimura, and T. Shimizu, "Characteristics of a carbon nanotube field-effect transistor analyzed as a ballistic nanowire fieldeffect transistor," J. Applied Physics, vol. 97, no. 3, pp. 034306+, 2005.
15. A. Naeemi, R. Sarvari, and J. D. Meindl, "Performance comparison between carbon nanotube and copper interconnects for gigascale integration (gsi)," Electron Device Letters, IEEE, vol. 26, no. 2, pp. 84-86, 2005.
16. J. Deng and H. S. P. Wong, "A circuit-compatible spice model for enhancement mode carbon nanotube field effect transistors," in International Conference on Simulation of Semiconductor Processes and Device, pp. 166-169, 2006.
17. 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," IEEE Transactions on Electron Devices, vol. 54, no. 9, pp. 2369-2376, 2007.
18. N. Patil, J. Deng, A. Lin, H. S. P. Wong, and S. Mitra, "Design methods for misaligned and mispositioned carbon-nanotube immune circuits," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 27, no. 10, pp. 1725-1736, 2008.
19. Y. Katz, V. Menon, D. A. Nicholson, Y. Geinisman, W. L. Kath, and N. Spruston, "Synapse distribution suggests a two-stage model of dendritic integration in ca1 pyramidal neurons.," Neuron, vol. 63, pp. 171-177, July 2009.
20. A. C. Parker, J. Joshi, C.-C. Hsu, and N. A. D. Singh, "A carbon nanotube implementation of temporal and spatial dendritic computations," in International Midwest Symposium on Circuits and Systems, pp. 818- 821, August 2008.
21. J. Joshi, C.-C. Hsu, A. C. Parker, and P. Deshmukh, "A carbon nanotube cortical neuron with excitatory and inhibitory dendritic computations," in IEEE/NIH Life Science Systems and Applications Workshop, pp. 133- 136, April 2009.
22. A. Polsky, B. W. Mel, and J. Schiller, "Computational subunits in thin dendrites of pyramidal cells," Nature neuroscience, vol. 7, pp. 621-627, June 2004.