Frequency-dependent synapse weight tuning in 1S1R with short-term plasticity TiOx-based exponential selector

• Main Authors: Chee, Mun Yin, Dananjaya, Putu Andhita, Lim, Gerard Joseph, Du, Yuanmin, Lew, Wen Siang
• Other Authors: School of Physical and Mathematical Sciences
• Format: Article
• Language: English
• Published: 2022
• Subjects: Science::Physics; Short-Term Plasticity; TiOx-Based Selector; Resistive Random-Access Memory; One Selector-One RRAM
• Online Access: https://hdl.handle.net/10356/162672
• Institution: Nanyang Technological University

Short-term plasticity (STP) is an important synaptic characteristic in the hardware implementation of artificial neural networks (ANN), as it enables the temporal information processing (TIP) capability. However, the STP feature is rather challenging to reproduce from a single non-volatile resistive...