A CMOS neuromorphic approach to emulate neuro-astrocyte interactions

Proceedings of the International Joint Conference on Neural Networks

Volumn , Issue , 2013, Pages

  Irizarry Valle, Yilda ^a   Parker, Alice C ^a   Joshi, Jonathan ^a  

^a University of Southern California   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ASTROCYTIC PROCESS; GLIAL CELLS; INACTIVATION MECHANISMS; MICRODOMAIN; NEUROMORPHIC APPROACH; NEUROMORPHIC CIRCUITS; POST-SYNAPTIC NEURONS; SMALL NETWORKS;

NEURAL NETWORKS;

NEURONS;

EID: 84893587196     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2013.6707076     Document Type: Conference Paper

References (29)

1. P. G. Haydon, "Glia: listening and talking to the synapse, " Nature Rev. Neuroscience, vol. 2, pp. 185-93, 2001.
2. R. D. Fields and B. StevensGraham, "New insights into neuronglia communication, " Science, vol. 298, no. 5593, pp. 556-562, 2002.
3. J. S. Diamond, "Neuronal Glutamate Transporters Limit Activation of NMDA Receptors by Neurotransmitter Spillover on CA1 Pyramidal Cells, " J. Neurosci., vol. 21, pp. 8328-8338, Nov. 2001.
4. N.C.Danbolt, "Glutamate uptake, " Progress in Neurobiology, pp. 1105, 2001.
5. M. M. Halassa and P. G. Haydon, "Integrated brain circuits: Astrocytic networks modulate neuronal activity and behavior., " Annual review of physiology, vol. 72, pp. 335-355, Mar. 2010.
6. G. J. Augustine, "How does calcium trigger neurotransmitter release?, " Current Opinion in Neurobiology, vol. 11, no. 3, pp. 320326, 2001.
7. P. G. Haydon and G. Carmignoto, "Astrocyte control of synaptic transmission and neurovascular coupling, " Physiol. Rev., vol. 86, pp. 1009- 1031, July 2006.
8. M. A. Di Castro, J. Chuquet, N. Liaudet, K. Bhaukaurally, M. Santello, D. Bouvier, P. Tiret, and A. Volterra, "Local Ca2+ detection and modulation of synaptic release by astrocytes, " Nature Neuroscience, vol. 14, pp. 1276-1284, Sept. 2011.
9. A. C. Parker, "The BioRC Biomimetic RealTime Cortex Project, " University of Southern California, http://ceng.usc.eduparker/BioRCresearch.html, 2013.
10. J. Joshi, A. C. Parker, and K.C. Tseng, "An insilico glial microdomain to invoke excitability in cortical neural networks, " in Circuits and Systems (ISCAS), 2011 IEEE International Symposium on, pp. 681-684, may 2011.
11. G. Perea, M. Navarrete, and A. Araque, "Tripartite synapses: Astrocytes process and control synaptic information, " Trends in Neurosciences, vol. 32, no. 8, pp. 421-431, 2009.
12. G. Perea and A. Araque, "Synaptic information processing by astrocytes, " Journal of PhysiologyParis, vol. 99, no. 23, pp. 92-97, 2006.
13. K. Y.H. Huang, S.R. Sinha and D. J.D. Rothstein, "Astrocyte glutamate transporters regulate metabotropic glutamate receptormediated excitation of hippocampal interneurons, " The Journal of Neuroscience, vol. 24, no. 19, pp. 4551-4559, 2004.
14. T. Gillingwater and R. Ribchester, "Compartmental neurodegeneration and synaptic plasticity in the wlds mutant mouse, " The Journal of Physiology, vol. 534, no. 3, pp. 627-639, 2001.
15. Y. Huang and D. Bergles, "Glutamate transporters bring competition to the synapse, " Current Opinion in Neurobiology, vol. 14, no. 3, pp. 346- 352, 2004.
16. D. Bergles and C. Jahr, "Synaptic activation of glutamate transporters in hippocampal astrocytes, " Neuron, vol. 19, no. 6, pp. 1297-1308, 1997.
17. G. Perea and A. Araque, "Properties of synaptically evoked astrocyte calcium signal reveal synaptic information processing by astrocytes, " The Journal of Neuroscience, vol. 25, no. 9, p. 2192-2203, 2005.
18. R. Min, M. Santello, and T. Nevian, "The computational power of astrocyte mediated synaptic plasticity, " Frontiers in Computational Neuroscience, vol. 6, no. 93, 2012.
19. T. A. Fiacco and K. D. Mccarthy, "Intracellular astrocyte calcium waves in situ increase the frequency of spontaneous AMPA receptor currents in CA1 pyramidal neurons, " J. Neurosci., vol. 24, pp. 722-732, Jan. 2004.
20. J. Arthur and K. Boahen, "Learning in silicon: Timing is everything, " in Advances in Neural Information Processing Systems 18 (Y. Weiss, B. Scholkopf, and J. Platt, eds.), pp. 75-82, MIT Press, 2006.
21. G. Indiveri, "Neuromorphic bistable VLSI synapses with spiketimingdependant plasticity, " in Advances in Neural Information Processing Systems, pp. 1091-1098, 2002.
22. S. Bamford, A. F. Murray, and D. J. Willshaw, "Large developing receptive fields using a distributed and locally reprogrammable address event receiver, " IEEE Transactions on Neural Networks, vol. 21, pp. 286-304, February 2010.
23. B. Taba and K. Boahen, "Silicon growth cones map silicon retina, " in NIPS, 2005.
24. G. Indiveri, "A lowpower adaptive integrateandfire neuron circuit, " in Circuits and Systems, 2003. Proceedings of the 2003 International Symposium on, vol. 4, pp. IV820-IV823 vol.4, 2003.
25. E. Farquhar and P. Hasler, "A biophysically inspired silicon neuron, " Circuits and Systems I: Regular Papers, IEEE Transactions on, vol. 52, no. 3, pp. 477-488, 2005.
26. J. Joshi, A. C. Parker, and C.C. C. Hsu, "A carbon nanotube cortical neuron with spiketimingdependent plasticity, " Conference proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, vol. 2009, pp. 1651-1654, 2009.
27. J. Joshi, C. Hsu, A. Parker, and P. Deshmukh, "A carbon nanotube cortical neuron with excitatory and inhibitory dendritic computations, " in IEEE/NIH LIfe Science Systems and Applications Workshop, 2009.
28. A. C. Parker, A. K. Friesz, and A. Pakdaman, "Towards a Nanoscale Artificial Cortex, " in Proceedings of The 2006 International Conference on Computing in Nanotechnology (CNAN'06), June 2006.
29. H. Chaoui, "CMOS analogue adder, " Electronics Letters, vol. 31, no. 3, pp. 180-181, 1995.