Lithium-drift based resistive processing unit for accelerating machine learning training
US-10192161-B1 · Jan 29, 2019 · US
US11201244B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11201244-B2 |
| Application number | US-201916410179-A |
| Country | US |
| Kind code | B2 |
| Filing date | May 13, 2019 |
| Priority date | May 13, 2019 |
| Publication date | Dec 14, 2021 |
| Grant date | Dec 14, 2021 |
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Embodiments of the invention are directed to a resistive switching device (RSD). A non-limiting example of the RSD includes a fin-shaped element formed on a substrate, wherein the fin-shaped element includes a source region, a central channel region, and a drain region. A gate is formed over a top surface and sidewalls of the central channel region. The fin-shaped element is doped with impurities that generate interstitial charged particles configured to move interstitially through a lattice structure of the fin-shaped element under the influence of an electric field applied to the RSD.
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What is claimed is: 1. An apparatus comprising: an addressable non-volatile memory (NVM) array comprising a plurality of addressable resistive random-access memory (RRAM) storage cells; wherein each addressable RRAM storage cell of the plurality of RRAM storage cells comprises an addressable resistive switching device (RSD) comprising: a fin-shaped element formed on a substrate, wherein the fin-shaped element comprises a source region, a central channel region, and a drain region; and a gate formed over a top surface and sidewalls of the central channel region; wherein the fin-shaped element is doped with impurities that generate interstitial charged particles configured to move interstitially through a lattice structure of the fin-shaped element under the influence of an electric field applied to the addressable RSD to set a state of the addressable RSD; wherein the state of the addressable RSD functions as stored data of the addressable RRAM storage cell; and wherein the source region, the drain region, and the central region are doped with the impurities that generate the impurities that generate the interstitial charged particles. 2. The apparatus of claim 1 , wherein the impurities are selected from a group consisting of lithium, sodium, and potassium. 3. The apparatus of claim 1 , wherein the addressable RSD is configured to generate the electric field based at least in part on a bias applied between the gate and the drain region. 4. The apparatus of claim 1 , wherein the addressable RSD is configured to generate the electric field based at least in part on a bias applied between the gate and the source region. 5. The apparatus of claim 1 , wherein: the addressable RSD functions as both an addressable field effect transistor (FET) and the addressable RSD; when the addressable RSD functions as the addressable FET, a threshold voltage of the addressable RSD applied to the gate generates current-flow from the source region through the central channel region to the drain region; when the addressable RSD functions as the addressable RSD, interstitially moving the interstitial charged particles through the lattice structure of the fin-shaped element results in the threshold voltage of the addressable RSD changing; the threshold voltage of the addressable RSD changing results in a resistance of the addressable RSD changing; the state of the addressable RSD comprises the resistance of the addressable RSD; and the addressable RSD is further configured to: change the state of the addressable RSD based at least in part on an application of the electric field to the addressable RSD; and maintain the state of the addressable RSD based at least in part on the electric field not being applied to the addressable RSD. 6. The apparatus of claim 1 further comprising a gate dielectric positioned between the gate and the central channel region, wherein the gate dielectric functions as a barrier to substantially prevent the interstitial charged particles from leaving the fin-shaped element. 7. The apparatus of claim 1 , wherein the substrate comprises a bulk semiconductor material. 8. The apparatus of claim 1 , wherein: the substrate comprises a semiconductor-on-insulator (SOI) material; and an insulator region of the SOI material functions as a barrier to substantially prevent the interstitial charged particles from leaving the fin-shaped element. 9. The apparatus of claim 1 , wherein: the substrate comprises a substrate material selected from a group consisting of silicon, silicon germanium, gallium, and gallium arsenide; and the fin-shaped element comprises a fin material selected from a group consisting of silicon, silicon germanium, gallium, and gallium arsenide. 10. A method of forming an apparatus, the method comprising: forming an addressable non-volatile memory (NVM) array comprising a plurality of addressable resistive random-access memory (RRAM) storage cells; wherein each addressable RRAM storage cell of the plurality of RRAM storage cells comprises an addressable resistive switching device (RSD) comprising: a fin-shaped element on a substrate, wherein the fin-shaped element comprises a source region, a central channel region, and a drain region; and a gate over a top surface and sidewalls of the central channel region; wherein the fin-shaped element is doped with impurities that generate interstitial charged particles configured to move interstitially through a lattice structure of the fin-shaped element under the influence of an electric field applied to the addressable RSD to set a state of the addressable RSD; wherein the state of the addressable RSD functions as stored data of the addressable RRAM storage cell; and wherein the source region, the drain region, and the central region are doped with the impurities that generate the impurities that generate the interstitial charged particles. 11. The method of claim 10 , wherein the impurities that generate the interstitial charged particles are selected from a group consisting of lithium, sodium, and potassium. 12. The method of claim 10 further comprising forming a gate dielectric between the gate and the central channel region, wherein the gate dielectric functions as a barrier to substantially prevent the interstitial charged particles from leaving the fin-shaped element. 13. The method of claim 10 , wherein the substrate is selected from a group consisting of: a bulk semiconductor material; and a semiconductor-on-insulator (SOI) material. 14. The method of claim 10 , wherein: the substrate is selected from a group consisting of silicon, silicon germanium, gallium, and gallium arsenide; and the fin-shaped element is selected from a group consisting of silicon, silicon germanium, gallium, and gallium arsenide.
of fin field-effect transistors [FinFET] · CPC title
Fin field-effect transistors [FinFET] · CPC title
using dummy gates in processes wherein at least parts of the final gates are self-aligned to the dummy gates, i.e. replacement gate processes · CPC title
further characterised by the dopants · CPC title
further characterised by the dopants · CPC title
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