DocumentCode
1768288
Title
Astrocyte on neuronal phase synchrony in CMOS
Author
Irizarry-Valle, Yilda ; Parker, Alice C.
Author_Institution
Ming Hsieh Dept. of Electr. Eng., Univ. of Southern California, Los Angeles, CA, USA
fYear
2014
fDate
1-5 June 2014
Firstpage
261
Lastpage
264
Abstract
CMOS neuromorphic circuits are proposed to emulate the role of astrocytes in phase synchronization of neuronal activity. We emulate, to a first order, the ability of slow inwards currents (SICs) evoked by the astrocyte, acting on extrasynaptic N-methyl-D-aspartate receptors (NMDAR) of adjacent neurons, as a mechanism for phase synchronization. We do an experiment incorporating two small networks of neurons interacting with astrocytic microdomains. Upon enough synaptic activity, the microdomains interact with each other, generating SIC events on synapses of adjacent neurons. Since the amplitude of SICs is several orders larger compared to synaptic currents, a SIC event drastically enhances the excitatory postsynaptic potential on adjacent neurons simultaneuously. This causes neurons to fire synchronously in phase. Phase synchrony holds for a duration of time proportional to the time constant of SIC decay.
Keywords
CMOS integrated circuits; neural chips; synchronisation; CMOS neuromorphic circuits; NMDAR; SIC decay; SIC event; astrocyte; astrocytic microdomains; excitatory postsynaptic potential; extrasynaptic N-methyl-D-aspartate receptors; neuronal activity; neuronal phase synchrony; neurons; phase synchronization; slow inwards currents; synaptic activity; synaptic currents; time constant; Calcium; Delays; Neurons; Neurotransmitters; Silicon carbide; Synchronization; Transistors;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems (ISCAS), 2014 IEEE International Symposium on
Conference_Location
Melbourne VIC
Print_ISBN
978-1-4799-3431-7
Type
conf
DOI
10.1109/ISCAS.2014.6865115
Filename
6865115
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