Title :
A CMOS neuromorphic approach to emulate neuro-astrocyte interactions
Author :
Irizarry-Valle, Yilda ; Parker, Alice C. ; Joshi, Jyoti
Author_Institution :
Ming Hsieh Dept. of Electr. Eng., Univ. of Southern California, Los Angeles, CA, USA
Abstract :
A CMOS neuromorphic circuit is proposed with two main features. First, we emulate the uptake of neurotransmitters by astrocytes, a type of glial cell, that plays an active role in the coordination of information between neurons. Second, we propose a synapse inactivation mechanism, which prevents the saturation of postsynaptic neurons in the absence of an astrocytic process. We show the influence of both mechanisms on the firing of a small network of neurons interacting with an astrocyte. We also incorporate the release of gliotransmitters by the astrocytic microdomain into this network according to the activities of neighbor synapses. This work contribute to better understanding the importance of astrocytes in neuro-glia interactions, and illustrates the active role astrocytes play.
Keywords :
CMOS integrated circuits; neural nets; CMOS neuromorphic circuit approach; astrocytic microdomain; gliotransmitters; neuro-astrocyte interactions; neuro-glia interactions; postsynaptic neurons; synapse inactivation mechanism; Delays; Electric potential; Neuromorphics; Neurons; Neurotransmitters; Threshold voltage; Transistors;
Conference_Titel :
Neural Networks (IJCNN), The 2013 International Joint Conference on
Conference_Location :
Dallas, TX
Print_ISBN :
978-1-4673-6128-6
DOI :
10.1109/IJCNN.2013.6707076