A Fully Digital Relaxation-Aware Analog Programming Technique for HfOx RRAM Arrays
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arXiv
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| Format: | Preprint |
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2023
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| author | Erfanijazi, Hamidreza Camuñas-Mesa, Luis A. Vianello, Elisa Serrano-Gotarredona, Teresa Linares-Barranco, Bernabé |
| author_facet | Erfanijazi, Hamidreza Camuñas-Mesa, Luis A. Vianello, Elisa Serrano-Gotarredona, Teresa Linares-Barranco, Bernabé |
| contents | For neuromorphic engineering to emulate the human brain, improving memory density with low power consumption is an indispensable but challenging goal. In this regard, emerging RRAMs have attracted considerable interest for their unique qualities like low power consumption, high integration potential, durability, and CMOS compatibility. Using RRAMs to imitate the more analog storage behavior of brain synapses is also a promising strategy for further improving memory density and power efficiency. However, RRAM devices display strong stochastic behavior, together with relaxation effects, making it more challenging to precisely control their multi-level storage capability. To address this, researchers have reported different multi-level programming strategies, mostly involving the precise control of analog parameters like compliance current during write operations and/or programming voltage amplitudes. Here, we present a new fully digital relaxation-aware method for tuning the conductance of analog RRAMs. The method is based on modulating digital pulse widths during erase operations while keeping other parameters fixed, and therefore requires no precise alterations to analog parameters like compliance currents or programming voltage amplitudes. Experimental results, with and without relaxation effect awareness, on a 64 RRAM 1T1R HfOx memory array of cells, fabricated in 130nm CMOS technology, indicate that it is possible to obtain 2-bit memory per cell multi-value storage at the array level, verified 1000 seconds after programming. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2301_08516 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | A Fully Digital Relaxation-Aware Analog Programming Technique for HfOx RRAM Arrays Erfanijazi, Hamidreza Camuñas-Mesa, Luis A. Vianello, Elisa Serrano-Gotarredona, Teresa Linares-Barranco, Bernabé Emerging Technologies Systems and Control For neuromorphic engineering to emulate the human brain, improving memory density with low power consumption is an indispensable but challenging goal. In this regard, emerging RRAMs have attracted considerable interest for their unique qualities like low power consumption, high integration potential, durability, and CMOS compatibility. Using RRAMs to imitate the more analog storage behavior of brain synapses is also a promising strategy for further improving memory density and power efficiency. However, RRAM devices display strong stochastic behavior, together with relaxation effects, making it more challenging to precisely control their multi-level storage capability. To address this, researchers have reported different multi-level programming strategies, mostly involving the precise control of analog parameters like compliance current during write operations and/or programming voltage amplitudes. Here, we present a new fully digital relaxation-aware method for tuning the conductance of analog RRAMs. The method is based on modulating digital pulse widths during erase operations while keeping other parameters fixed, and therefore requires no precise alterations to analog parameters like compliance currents or programming voltage amplitudes. Experimental results, with and without relaxation effect awareness, on a 64 RRAM 1T1R HfOx memory array of cells, fabricated in 130nm CMOS technology, indicate that it is possible to obtain 2-bit memory per cell multi-value storage at the array level, verified 1000 seconds after programming. |
| title | A Fully Digital Relaxation-Aware Analog Programming Technique for HfOx RRAM Arrays |
| topic | Emerging Technologies Systems and Control |
| url | https://arxiv.org/abs/2301.08516 |