National Technology & Engineering Solutions of Sandia, LLC

Elliot James Fuller

Albert Alec Talin

Sapan Agarwal

Yiyang Li

Matthew Marinella

Suhas Kumar

David Scott Ashby

Farid El Gabaly Marquez

Christopher Bennett

Tianyao Xiao

Technologies related to an electrochemical random access memory (ECRAM) device are described herein. The ECRAM device includes a channel layer, an electrolyte layer, a reservoir layer, and a conductive contact layer, where the conductive contact layer is in contact with the reservoir layer. A voltage source is coupled to the contact layer and is configured to cause current to flow laterally across the contact layer from one side to another, resulting in the contact layer emitting heat by way of Joule heating. When the ECRAM device is heated to a sufficiently high temperature, a second voltage is applied across the stack of layers, thereby causing ion transport between the reservoir layer and the channel layer.

Electrochemical random access memory device with contact layer as a heat source

A method is disclosed herein which includes obtaining an array of analog memory elements. It also includes programming an analog memory element included in the array, where prior to being programmed the analog memory element has a first value for an electrical property, and where it is programmed to cause the analog memory element to perform a computation included in a series of computations performed by the array. Programming the analog memory element includes applying light or heat to the analog memory element, where a value of the electrical property is changed from the first value to a second value based upon application of light or heat to the analog memory element, and further where upon the value of the electrical property being changed from the first value to the second value, the analog memory element is configured to perform the computation responsive to receipt of an input.

Programming analog memory elements in a neomorphic computing system

A thermally sensitive ionic redox transistor comprises a channel, a reservoir layer, and an electrolyte layer disposed between the channel and the reservoir layer. A conductance of the channel is varied by changing concentration of ions in the channel layer. The electrolyte layer is configured to undergo a state change at a state transition temperature. Below the state transition temperature, ions in the electrolyte layer are substantially immobile. Above the state transition temperature, ions can move freely between the reservoir layer and the channel across the electrolyte layer in response to a voltage being applied between the channel and the reservoir layer. When the device is cooled below the state transition temperature or temperature range, the ions are trapped in one or more of the layers because the electrolyte layer loses its ionic conductivity. A state of the redox transistor can be read by measuring the conductance of the channel.

Thermally sensitive state change ionic redox transistor

An ionic redox transistor comprises a solid channel, a solid reservoir layer, and a solid electrolyte layer disposed between the channel and the reservoir layer. The channel exhibits a substantially linear current-voltage relationship in a first range of voltages, and a nonlinear current-voltage relationship in a second range of voltages that is greater than the first range of voltages. One or both of the substantially linear current-voltage relationship or the nonlinear current-voltage relationship of the channel is varied by changing the concentration of ions such as oxygen vacancies in the channel. Ion or vacancy transport between the channel and the reservoir layer across the electrolyte layer occurs in response to applying a voltage between the channel and the reservoir layer. Subject to the first range of voltages, the channel can function as a synapse device. Subject to the second range of voltages, the channel can function as a neuron device.

Systems and methods for dynamically reconfigurable artificial synapses and neurons with tunable activation functions

A thermally sensitive ionic redox transistor comprises a solid channel, a solid reservoir layer, and a solid electrolyte layer disposed between the channel and the reservoir layer. A conductance of the channel is varied by changing the concentration of ions such as oxygen vacancies in the channel layer. Ionic conductivity of the gate, electrolyte, and channel layers increase with increasing temperature. Ion or vacancy transport between the channel and the reservoir layer across the electrolyte layer occurs in response to applying a voltage between the channel and the reservoir layer when the device is heated to an elevated temperature. When the device is cooled below the elevated temperature, the ions are trapped in one or more of the layers because the materials lose their ionic conductivity. A state of the redox transistor can be read by measuring the conductance of the channel.

Thermally sensitive ionic redox transistor

A non-volatile memory device is described herein. The non-volatile memory device includes a diffusive memristor electrically coupled to a redox transistor. The redox transistor includes a gate, a source, and a drain, wherein the gate comprises a first storage element that acts as an ion reservoir, and a channel between the source and the drain comprises a second storage element, wherein a state of the memory device is represented by conductance of the second storage element.

Ionic floating-gate memory device

Various technologies pertaining to a transistor having a variable-conductance channel with a non-volatile tunable conductance are described herein. The transistor comprises source and drain electrodes separated by a conducting channel layer. The conducting channel layer is separated from an electrochemical gate (ECG) layer by an electrolyte layer that prevents migration of electrons between the channel and the ECG but allows ion migration. When a voltage is applied between the channel and the ECG, electrons flow from one to the other, which causes a migration of ions from the channel to the ECG or vice versa. As ions move into or out of the channel layer, the conductance of the channel changes. When the voltage is removed, the channel maintains its conductance state.

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Dublin, CA, United States of America

Elliot James Fuller