Title :
A sub-threshold halo implanted MOS implementation of Izhikevich neuron model
Author :
Dutra, Odilon O. ; Colleta, Gustavo D. ; Ferreira, Luis H. C. ; Pimenta, Tales C.
Author_Institution :
Syst. Eng. & Inf. Technol. Inst., Fed. Univ. of Itajuba, Itajuba, Brazil
Abstract :
This work describes a current mode implementation of Izhikevich neuron model implemented with halo implanted devices 130 nm structured within matrices of order m × n capable of substantially increasing output impedance of such devices while also improving mismatch. The proposed neuron was successfully simulated in 130 nm IBM CMOS process as the dynamical translinear circuit topology adopted generates the 20 patterns defined in Izhikevich model as other similar works while improving several aspects as the low supplied voltage used 250 mV.
Keywords :
CMOS integrated circuits; low-power electronics; nanoelectronics; network topology; neural chips; 250 mV; IBM CMOS process; Izhikevich neuron model; current mode implementation; dynamical translinear circuit topology; size 130 nm; sub-threshold halo implanted MOS implementation; voltage 250 mV; Biological system modeling; Integrated circuit modeling; Mathematical model; Mirrors; Neurons; DTL; Izhikevich implementation; Neuron; halo implanted devices;
Conference_Titel :
SOI-3D-Subthreshold Microelectronics Technology Unified Conference (S3S), 2013 IEEE
Conference_Location :
Monterey, CA
DOI :
10.1109/S3S.2013.6716556