학술논문
Electro-thermal analysis of Phase Change Memory Devices for Synaptic Applications
Document Type
Conference
Source
2023 IEEE 20th India Council International Conference (INDICON) India Council International Conference (INDICON), 2023 IEEE 20th. :621-625 Dec, 2023
Subject
Language
ISSN
2325-9418
Abstract
In this work, we present the impact of electro-thermal analysis on Phase change memory (PCM) devices to mimic the bio-inspired neuron-synaptic applications, particularly crucial for implementing neuromorphic devices. A 2-D finite element simulation with axis symmetry is employed to analyze the electro-thermal effect on the PCM device using Ge 2 Sb 2 Te 5 (GST) as a phase change material. The thermoelectric effects at the inside GST are calculated using the material with temperature-dependent features. A substantial increase in temperature profile (548.7K-1294.8K) within the GST is achieved with RESET pulses varying from (2V-4V). Hence, the formation of the amorphous cap thickness (A T ), an utmost desire to achieve the change in conductance inside the device, is suitable to emulate the biological brain. There is a 26% increase in A T realized with the applications of consecutive voltage pulses, while a ~20% decrease in conductance value is witnessed in response to the growth of A T .