Journal Article
Fully transparent synaptic transistors with a single channel layer enabling ternary logic via Fowler-Nordheim tunneling for in-memory computing
Multivalued logic (MVL) is a promising alternative to binary logic in next-generation computing systems, enabling higher data density and lower circuit complexity. This study presents a fully transparent synaptic transistor-based MVL device that integrates logic and memory functionalities within a single device, as incorporating memory functionality can transform MVL devices into powerful platforms for in-memory computing. The proposed device, employing multilayered transparent electrodes and a CMOS-compatible single TiO2 channel layer, not only expands applicability to transparent electronics but also simplifies the fabrication process significantly. The device implements stable, well-defined ternary logic states via Fowler–Nordheim tunneling between the gate and source electrodes. In addition, the synaptic memory functionality of the device, governed by charge trapping at the channel/dielectric interface, enables 2048 distinct conductance states (11-bit precision) for short-term memory with a high linearity factor of 0.92 and ultra-low energy consumption (∼2.13 fJ), while supporting programmable logic-state modulation through long-term memory. The proposed fully transparent synaptic transistor-based ternary logic device, integrating both logic and memory functions, lays the foundation for simplified, energy-efficient, and versatile in-memory computing architectures.
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J. Kim et. al, "Trends in Lightweight Kernel for Many core Based High-Performance Computing", Electronics and Telecommunications Trends. Vol. 32, No. 4, 2017, KOGL Type 4: Source Indication + Commercial Use Prohibition + Change Prohibition
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