Circuit for calculating weight adjustments of an artificial neural network, and a module implementing a long short-term artificial neural network
US-12056602-B2 · Aug 6, 2024 · US
US2016380194A1 · US · A1
| Field | Value |
|---|---|
| Publication number | US-2016380194-A1 |
| Application number | US-201514752935-A |
| Country | US |
| Kind code | A1 |
| Filing date | Jun 27, 2015 |
| Priority date | Jun 27, 2015 |
| Publication date | Dec 29, 2016 |
| Grant date | — |
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Heat-trapping bulk layers or thermal-boundary film stacks are formed between a heat-assisted active layer and an associated electrode to confine such transient heat to the active layer in a heat-assisted device (e.g., certain types of resistance-switching and selector elements used in non-volatile memory. Preferably, the heat-trapping layers or thermal-boundary stacks are electrically conductive while being thermally insulating or reflective. Heat-trapping layers use bulk absorption and re-radiation to trap heat. Materials may include, without limitation, chalcogenides with Group 6 elements. Thermal-boundary stacks use reflection from interfaces to trap heat and may include film layers as thin as 1-5 monolayers. Effectiveness of a thermal-boundary stack depends on the thermal impedance mismatch between layers of the stack, rendering thermally insulating bulk materials optional for thermal-boundary stack components.
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1 . A device, comprising: a substrate; a structure formed above the substrate to perform a function in response to an electrical signal; a first layer in the structure, wherein an electrical characteristic of the first layer changes in response to the electrical signal as part of the function; and wherein the change in the electrical characteristic is triggered, assisted, or enhanced by heating the first layer to a first temperature; a second layer in the structure, wherein the second layer is electrically and thermally conductive; and a stack of layers between the first layer and the second layer, wherein the at least one interface between a pair of stack layers produces a thermal boundary effect that reflects phonons back into the first layer. 2 . The device of claim 1 , wherein the third layer comprises one of a chalcogenide or a compound comprising a Group 6 element. 3 . The device of claim 1 , wherein the third layer has a thickness between 5 nm and 20 nm. 4 . The device of claim 1 , wherein a voltage drop in the third layer during the function is less than 100 mV. 5 . The device of claim 1 , wherein the electrical characteristic comprises impedance, and wherein the first layer's change in resistance comprises one of a valency change, a redox reaction, or an induced migration of metal atoms. 6 . The device of claim 1 , wherein the structure comprises a partially heat-activated selector; and wherein the function comprises actuating the selector. 7 . The device of claim 1 , wherein the function comprises switching. 8 . The device of claim 1 , wherein the structure comprises a resistance-switching cell; wherein the first layer comprises a material having a switchable resistance; wherein the second layer is to operate as a first electrode of the resistance-switching cell; and wherein the third layer prevents a portion of heat in the first layer from flowing into the second layer. 9 . The device of claim 8 , wherein the second layer comprises an inert material. 10 . The device of claim 8 , wherein both of the second layer and the third layer comprise a reactive material. 11 . The device of claim 8 , wherein the first temperature is between 300 and 800° C. 12 . The device of claim 8 , wherein the resistance-switching cell is to operate as a nonvolatile memory element; and wherein the function comprises writing to the resistance-switching cell. 13 . The device of claim 12 , wherein the function comprises resetting the resistance-switching cell. 14 . The device of claim 8 , further comprising a fourth layer; wherein the fourth layer is electrically and thermally conductive; and wherein the fourth layer is to operate as a second electrode of the resistance-switching cell. 15 . The device of claim 14 , further comprising a fifth layer between the first layer and the fourth layer, wherein the fifth layer is electrically conductive and thermally insulating; and wherein the fourth layer comprises an inert material. 16 . The device of claim 15 , wherein the fifth layer comprises at least one of undoped germanium antimony telluride (GST) or GST doped with at least one of carbon, titanium, or titanium nitride. 17 . The device of claim 14 , wherein the fourth layer comprises a material that reacts with the first layer to form a conductive region in the first layer; and wherein the fourth layer is in contact with the first layer. 18 . The device of claim 14 , further comprising a resistive heater in contact with the first layer. 19 . The device of claim 14 , wherein the fourth layer comprises at least one of hafnium nitride, titanium nitride, tantalum nitride, zirconium nitride, aluminum nitride, lanthanum nitride, or silicon nitride. 20 . The device of claim 14 , wherein the fourth layer comprises at least one of silver or copper. 21 . The device of claim 14 , wherein the fourth layer comprises at least one of ruthenium, rhodium, palladium, iridium, or platinum. 22 . The device of claim 1 , wherein the first layer comprises at least one of nickel oxide, hafnium oxide, titanium oxide, tantalum oxide, zirconium oxide, aluminum oxide, lanthanum oxide, or silicon oxide. 23 . The device of claim 1 , wherein the first layer comprises at least one of amorphous silicon, germanium selenide or germanium telluride. 24 . The device of claim 1 , wherein the second layer comprises at least one of hafnium nitride, titanium nitride, tantalum nitride, zirconium nitride, aluminum nitride, lanthanum nitride, or silicon nitride. 25 . The device of claim 1 , wherein the second layer comprises at least one of silver or copper. 26 . The device of claim 1 , wherein the second layer comprises at least one of ruthenium, rhodium, palladium, iridium, or platinum. 27 . The device of claim 1 , wherein the third layer comprises at least one of undoped germanium antimony telluride (GST) or GST doped with at least one of carbon, titanium, or titanium nitride. 28 . A device, comprising: a substrate; a structure formed above the substrate to perform a function in response to an electrical signal; a first layer in the structure, wherein an electrical characteristic of the first layer changes in response to the electrical signal as part of the function; and wherein the change in the electrical characteristic is triggered, assisted, or enhanced by heating the first layer; a second layer in the structure, wherein the second layer is electrically and thermally conductive; and a stack of layers between the first layer and the second layer, wherein at least one interface between a pair of stack layers produces a thermal boundary effect that reflects phonons back into the first layer. 29 . The device of claim 28 , wherein the stack of layers comprises a layer having a thickness between 1 and 5 monolayers. 30 . The device of claim 28 , wherein the stack of layers comprises at least one layer of chalcogenide and at least one layer of non-metal, transition metal, or metal nitride. 31 . The device of claim 28 , wherein the stack of layers comprises at least one layer of chalcogenide and at least one layer of carbon, titanium, or titanium nitride. 32 . The device of claim 28 , wherein the first layer comprises at least one of nickel oxide, hafnium oxide, titanium oxide, tantalum oxide, zirconium oxide, aluminum oxide, lanthanum oxide, or silicon oxide. 33 . The device of claim 28 , wherein the first layer comprises at least one of amorphous silicon, germanium selenide or germanium telluride. 34 . The device of claim 28 , wherein the second layer comprises at least one of hafnium nitride, titanium nitride, tantalum nitride, zirconium nitride, aluminum nitride, lanthanum nitride, or silicon nitride. 35 . The device of claim 28 , wherein the second layer comprises at least one of silver or copper. 36 . The device of claim 28 , wherein the second layer comprises at least one of ruthenium, rhodium, palladium, iridium, or platinum. 37 . A system, comprising: a first process logic array; and a first nonvolatile resistance-switching memory array coupled to the process logic array and comprising a plurality of cells; and stack to confine heat in a
Writing or programming circuits or methods · CPC title
Electricity · mapped topic
Electricity · mapped topic
Electricity · mapped topic
Electricity · mapped topic
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