Conference Article

·2021

Neuromorphic Logic Gates Design

Muhammed Efdal Elkatmış YTU , Burcu Erkmen YTU , Okan Zafer Batur

2021 Innovations in Intelligent Systems and Applications Conference (ASYU)

Abstract

In this paper, digital logic circuits AND and OR gates, which are the basis of hardware design units, are designed to consume 9.63nW of power using a single neuron structure. Without changing the topology of the neuron circuit the transition between the gates can be adjusted by changing only the bias voltage value. Since the designed neuron circuit has the ability to exhibit dynamics such as leakage, thresholding and refractory period in the biological neuron, different information coding methods can be applied by changing the circuit bias voltages. The presented neuron circuit consumes a very low power of 9.63nW due to its operation in the sub-threshold region. The proposed circuit structure is designed with UMC 130nm CMOS technology. Simulation results were obtained using Cadence Spectre.

Keywords

CMOS Digital electronics Logic gate Computer science Cadence Neuromorphic engineering Threshold voltage Electronic engineering Electronic circuit Voltage Electrical engineering Transistor Engineering Artificial neural network Artificial intelligence

Subject Areas

Advanced Memory and Neural Computing ·Electrical and Electronic Engineering ·Physical Sciences
Neuroscience and Neural Engineering ·Cellular and Molecular Neuroscience ·Life Sciences
Neural dynamics and brain function ·Cognitive Neuroscience ·Life Sciences

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