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Uncovering Phase Change Memory Energy Limits by Sub‐Nanosecond Probing of Power Dissipation Dynamics

Keren Stern, Nicolás Wainstein, Yair Keller, Christopher M. Neumann, Eric Pop, Shahar Kvatinsky, Eilam Yalon

2021Advanced Electronic Materials20 citationsDOIOpen Access PDF

Abstract

Abstract Phase change memory (PCM) is one of the leading candidates for neuromorphic hardware and has recently matured as a storage class memory. Yet, energy and power consumption remain key challenges for this technology because part of the PCM device must be self‐heated to its melting temperature during reset. Here, it is shown that this reset energy can be reduced by nearly two orders of magnitude by minimizing the pulse width. A high‐speed measurement setup is utilized to probe the energy consumption in PCM cells with varying pulse width (0.3–40 nanoseconds) and uncover the power dissipation dynamics. A key finding is that the switching power ( P ) remains unchanged for pulses wider than a short thermal time constant of the PCM (τ th < 1 ns in 50 nm diameter device), resulting in a decrease of energy ( E = P × τ) as the pulse width τ is reduced in that range. Thermal confinement during short pulses is achieved by limiting the heat diffusion time. The improved programming scheme reduces reset energy density below 0.1 nJ µm −2 , over an order of magnitude lower than state‐of‐the‐art PCM, potentially changing the roadmap of future data storage technology and paving the way toward energy‐efficient neuromorphic hardware.

Topics & Concepts

Reset (finance)DissipationPhase-change memoryNeuromorphic engineeringMaterials sciencePower (physics)Energy consumptionEnergy (signal processing)OptoelectronicsPulse (music)Power densityDiffusionThermal diffusivityThermalEnergy storagePulsed powerTime constantElectrical engineeringKey (lock)LimitingConstant (computer programming)Power consumptionResistive random-access memoryPhase (matter)Thermal conductivityElectronic engineeringPhase-change materialFick's laws of diffusionComputer scienceThermal energyPulse shapingPulse-width modulationPhase-change materials and chalcogenidesTransition Metal Oxide NanomaterialsAdvanced Memory and Neural Computing
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