Efficient Analog CAM Design
| Autor: | Bazzi, Jinane, Sweidan, Jana, Fouda, Mohammed E., Kanj, Rouwaida, Eltawil, Ahmed M. |
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| Rok vydání: | 2022 |
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| Druh dokumentu: | Working Paper |
| Popis: | Content Addressable Memories (CAMs) are considered a key-enabler for in-memory computing (IMC). IMC shows order of magnitude improvement in energy efficiency and throughput compared to traditional computing techniques. Recently, analog CAMs (aCAMs) were proposed as a means to improve storage density and energy efficiency. In this work, we propose two new aCAM cells to improve data encoding and robustness as compared to existing aCAM cells. We propose a methodology to choose the margin and interval width for data encoding. In addition, we perform a comprehensive comparison against prior work in terms of the number of intervals, noise sensitivity, dynamic range, energy, latency, area, and probability of failure. Comment: This is a revised manuscript that is under consideration for publication at IEEE TCAS-I |
| Databáze: | arXiv |
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