An in-silico glial microdomain to invoke excitability in cortical neural networks

Glial cells play an active role in the central nervous system. We present a CMOS neuromorphic circuit as part of the BioRC Biomimetic Real-time Cortex that emulates a glial microdomain, including several neurons interconnected in a small network. The glial cell, an astrocyte, influences neural behavior to stimulate a neuron to fire. Without glial intervention, the neuron would not have sufficient excitatory postsynaptic potential to fire. This circuit represents a first-order model of the reciprocal feedback between neurons and astrocytes involving gliotransmitters and neurotransmitters, and of the calcium concentrations induced in the astrocytes. Much more complex interaction has been observed and will be implemented in the future.

[1]  Giacomo Indiveri,et al.  Neuromorphic Bistable VLSI Synapses with Spike-Timing-Dependent Plasticity , 2002, NIPS.

[2]  Alice C. Parker,et al.  Dendritic computations, dendritic spiking and dendritic plasticity in nanoelectronic neurons , 2010, 2010 53rd IEEE International Midwest Symposium on Circuits and Systems.

[3]  Kwabena Boahen,et al.  Learning in Silicon: Timing is Everything , 2005, NIPS.

[4]  Giacomo Indiveri Circuits for bistable spike-timing-dependent plasticity neuromorphic VLSI synapses , 2002 .

[5]  G. Carmignoto,et al.  Astrocyte control of synaptic transmission and neurovascular coupling. , 2006, Physiological reviews.

[6]  Chih-Chieh Hsu,et al.  A carbon nanotube implementation of temporal and spatial dendritic computations , 2008, 2008 51st Midwest Symposium on Circuits and Systems.

[7]  J. Meldolesi,et al.  Astrocytes, from brain glue to communication elements: the revolution continues , 2005, Nature Reviews Neuroscience.

[8]  Alice C. Parker,et al.  A carbon nanotube cortical neuron with excitatory and inhibitory dendritic computations , 2009, 2009 IEEE/NIH Life Science Systems and Applications Workshop.

[9]  P. Hasler,et al.  A bio-physically inspired silicon neuron , 2004 .

[10]  S. Oliet,et al.  Activity-dependent structural and functional plasticity of astrocyte-neuron interactions. , 2008, Physiological reviews.

[11]  Kwabena Boahen,et al.  Silicon growth cones map silicon retina , 2005, NIPS.

[12]  Giacomo Indiveri,et al.  A low-power adaptive integrate-and-fire neuron circuit , 2003, Proceedings of the 2003 International Symposium on Circuits and Systems, 2003. ISCAS '03..

[13]  A. Parker,et al.  A carbon nanotube cortical neuron with spike-timing-dependent plasticity , 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[14]  Alice C. Parker,et al.  A carbon nanotube spiking cortical neuron with tunable refractory period and spiking duration , 2010, 2010 First IEEE Latin American Symposium on Circuits and Systems (LASCAS).

[15]  Hicham Chaoui CMOS analogue adder , 1995 .

[16]  Alan F. Murray,et al.  Large Developing Receptive Fields Using a Distributed and Locally Reprogrammable Address–Event Receiver , 2010, IEEE Transactions on Neural Networks.

[17]  Michael T. Heneka,et al.  The other brain: From dementia to schizophrenia, how new discoveries about the brain are revolutionizing medicine and science , 2010 .

[18]  Alfonso Araque,et al.  Astrocytes process synaptic information. , 2008, Neuron glia biology.