A High-Frequency CMOS Meminductor Emulator for Spiking Neuron

被引:0
|
作者
Singh, Ankur [1 ]
Kim, Dowon [1 ]
Lee, Hyunkeun [2 ]
Lee, Byung-Geun [1 ]
机构
[1] Gwangju Inst Sci & Technol, Sch Elect Engn & Comp Sci, Gwangju 61005, South Korea
[2] Korea Univ, Dept AI Semicond Engn, Sejong 30019, South Korea
基金
新加坡国家研究基金会;
关键词
Capacitors; Voltage; Circuits; Transconductance; Fabrication; Neurons; Memristors; CMOS; memristor; meminductor; neural network; neuromorphic systems; pinched hysteresis loop; MEMRISTOR-LESS; ARCHITECTURE; ELEMENTS; DESIGN;
D O I
10.1109/TCSI.2024.3454553
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This research introduces a high-frequency CMOS meminductor, utilizing operational transconductance amplifiers and two grounded capacitors, thereby avoiding traditional components such as memristors, multipliers, and resistors. The design stands out for its simplicity and electronic adjustability, which facilitates control of the induced flux by altering the transconductance gain. We conducted transistor-level simulations with 180 nm CMOS technology to evaluate the meminductor's performance across various parameters including voltage, frequency, temperature, process corner variations, and monte carlo simulations. These extensive tests confirm the durability and adaptability of the emulator across diverse conditions. The emulators operate up to 20 MHz with a remarkably low power consumption of just 0.44 mW, showcasing considerable efficiency. The practical applications of the proposed meminductor include advanced uses in developing leaky integrate and fire neuron. Additionally, we successfully fabricated the first physical meminductor emulator chip, which occupies a die area of 2032.7 mu m(2) using a 180 nm CMOS process. The integration of these fabrication results helps corroborate the theoretical derivations presented. This convergence of practical fabrication and theoretical insight signifies a major leap in meminductor technology, hinting at wide-ranging future applications in electronic systems.
引用
收藏
页数:12
相关论文
共 50 条