2021 5th IEEE Electron Devices Technology &Amp; Manufacturing Conference (EDTM) 2021
DOI: 10.1109/edtm50988.2021.9420886
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A BEOL Compatible, 2-Terminals, Ferroelectric Analog Non-Volatile Memory

Abstract: A Ferroelectric Analog Non-Volatile Memory based on a WOx electrode and ferroelectric HfZrO4 layer is fabricated at a low thermal budget (~375˚C), enabling BEOL processes and CMOS integration. The devices show suitable properties for integration in crossbar arrays and neural network inference: analog potentiation/depression with constant field or constant pulse width schemes, cycle to cycle and device to device variation <10%, ON/OFF ratio up to 10 and good linearity. The physical mechanisms behind the resisti… Show more

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Cited by 5 publications
(5 citation statements)
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“…This has furthered the development of various FE devices, such as ferroelectric tunnel junctions (FTJs) 2 or ferroelectric field effect transistors (FeFETs) 3 . In particular, the integration of such devices into circuits such as artifical neural networks 4 has become more realistic, especially with the demonstration of back-end-of-line compatibility 5,6 . Nonetheless, some aspects of standard HfO 2 device characterization and measurement cannot be directly transferred to on-chip operation.…”
mentioning
confidence: 99%
See 1 more Smart Citation
“…This has furthered the development of various FE devices, such as ferroelectric tunnel junctions (FTJs) 2 or ferroelectric field effect transistors (FeFETs) 3 . In particular, the integration of such devices into circuits such as artifical neural networks 4 has become more realistic, especially with the demonstration of back-end-of-line compatibility 5,6 . Nonetheless, some aspects of standard HfO 2 device characterization and measurement cannot be directly transferred to on-chip operation.…”
mentioning
confidence: 99%
“…All domains which are switchable via an analog switching scheme with identical pulses are accessed via multi-pulse wakeup, and any other domains (i.e. those with the highest coercive fields) cannot contribute to the analog switching behaviour, unless the device is set with increasing pulse amplitudes or widths 6 , possibly necessitating additional high-voltage devices on-chip. Additionally, it shows that the polarization can be gradually switched with identical pulses even from the pristine state.…”
mentioning
confidence: 99%
“…Part of this work was presented at IEEE EDTM (2021), see reference [34], as well as IEEE IMW (2021), see reference [35].…”
Section: Conference Proceedingsmentioning
confidence: 99%
“…[12,53] Figure 4a depicts the synaptic functions of LTP and LTD emulated in the Pt/SiO 2 /HZO/TiN/Si FTJ by 10 ns voltage pulses <1.2 V. Here, pulses from −0.4 to −0.56 V were applied for LTP, and pulses from 0.68 to 1.13 V were utilized for LTD (Figure S17, Supporting Information). The operation speed (10 ns) is faster than that of a biological synapse (≈0.3 ms) [54,55] and reported HfO 2 -based electrical synapses, [27,56] which is significant for developing high-speed neuromorphic computing systems. A total of 128 (7 bits) synaptic states were achieved with good linearity (nonlinearity of 0.96) and a low cycle-to-cycle variation of 3%, which is important for the online training of memristor-based neural networks.…”
Section: Ftj-based Analog Memristor and Neural Network Simulationmentioning
confidence: 99%