Model-Based Write Algorithm for Memristive Crossbar Arrays
Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review
Contributors
Abstract
In this paper, we propose a model-based write algorithm for memristive crossbar arrays employing 1 R analogswitching devices significantly improving write process efficiency over the conventional write-and-verify tuning algorithm. Leveraging a physics-based compact memristor model, we evaluate the V/2, V/3 and floating crossbar writing schemes and implement the novel developed algorithm based on the pulse time. Simulations of various crossbar sizes are conducted, assessing critical parameters including energy consumption, conductance overshoot, write time, number of iterations, and unselected cell error. We developed a versatile simulation platform that enables simulation of any SPICE-compatible memristor models, incorporating parasitic circuit elements like capacitances. The proposed algorithm significantly reduces the number of write iterations and time by half, while also lowering energy consumption and enhancing overall write accuracy.
Details
| Original language | English |
|---|---|
| Title of host publication | 2025 14th International Conference on Modern Circuits and Systems Technologies (MOCAST) |
| Publisher | Institute of Electrical and Electronics Engineers (IEEE) |
| Pages | 1-4 |
| Number of pages | 4 |
| ISBN (electronic) | 979-8-3315-3914-6 |
| ISBN (print) | 979-8-3315-3915-3 |
| Publication status | Published - 13 Jun 2025 |
| Peer-reviewed | Yes |
Conference
| Title | 14th International Conference on Modern Circuits and Systems Technologies |
|---|---|
| Abbreviated title | MOCAST 2025 |
| Conference number | 14 |
| Duration | 11 - 13 June 2025 |
| Website | |
| Location | Technische Universität Dresden |
| City | Dresden |
| Country | Germany |
External IDs
| ORCID | /0000-0002-1236-1300/work/188859406 |
|---|---|
| ORCID | /0000-0001-7436-0103/work/188859568 |
| ORCID | /0000-0003-3259-4571/work/188860246 |
| ORCID | /0000-0003-3814-0378/work/188860461 |
Keywords
Keywords
- Accuracy, Capacitance, Circuits and systems, Energy consumption, Integrated circuit modeling, Memristors, Switching circuits, Tuning, Writing