Abstract
Electrochemical random access memory (ECRAM) is an emerging three-terminal nonvolatile memory (NVM) with highly controllable channel conductance which is promising for use as an analog memory (or synapse) in analog in-memory computing (IMC) systems. Energy-efficient analog IMC computing is particularly desirable for power-constrained, high-radiation environments such as satellites. However, little is known about the suitability of ECRAM for use in a total ionizing dose (TID) environment. This work investigates the effect of Co-60 gamma radiation on the channel conductance and noise—two properties critical for analog IMC systems—of a TaOx-based ECRAM up to 17.3 Mrad(SiO2) for both low- and high-channel-conductance state devices. A transient increase in conductance is observed in response to radiation which consists of two elements: an immediate increase in conductivity due to photocurrent and a secondary increase in conductivity, which has a slower rise and saturation and can persist for hours after exposure. This secondary, persistent photoconductivity is attributed to charging caused by hole trapping. These transient effects would not likely occur in a space environment due to the low dose rate compared with this experiment. No permanent change is found in the low conductance state (LCS) following exposure and the minor shift in the high conductance change would be less significant than the regular retention decay in this state. A permanent increase in the random telegraph noise is observed, possibly due to increased traps created in the channel. This work demonstrates that TaOx-based ECRAM is suitable for use in spaceborne analog IMC systems that are subject to significant TID.
Original language | English (US) |
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Pages (from-to) | 1292-1302 |
Number of pages | 11 |
Journal | IEEE Transactions on Nuclear Science |
Volume | 72 |
Issue number | 4 |
DOIs | |
State | Published - 2025 |
Externally published | Yes |
Keywords
- Analog in-memory computing
- electrochemical random access memory (ECRAM)
- nonvolatile memories (NVMs)
- persistent photoconductivity (PPC)
- total ionizing dose (TID)
ASJC Scopus subject areas
- Nuclear and High Energy Physics
- Nuclear Energy and Engineering
- Electrical and Electronic Engineering