Abstract: A semiconductor structure is provided. The semiconductor structure comprises a substrate, a via, a liner layer, a barrier layer, and a conductor. The via penetrates through the substrate. The liner layer is formed on a sidewall of the via. The barrier layer is formed on the liner layer. The barrier layer comprises a conductive 2D material. The conductor fills a remaining space of the via.

Abstract: A memory device is provided. The memory device includes a memory array of a plurality of memory elements, a plurality of word lines or word line pairs, a plurality of bit line pairs, and a plurality of common source lines. Each of the memory elements includes two memory cells. The memory device is configured for calculating an energy value based on a plurality of state signals and a plurality of coefficients, and the two memory cells of each of the memory elements are configured for performing an individual selection such that one of the two memory cells of each of the memory elements receives two corresponding state signals from a corresponding word line or a corresponding word line pair and a corresponding bit line pair and generates an output current into a corresponding common source line for calculating the energy value.

Abstract: A device includes a substrate, a chalcogenide channel layer, a chalcogenide barrier layer, source/drain contacts, and a gate electrode. The chalcogenide channel layer is over the substrate. The chalcogenide barrier layer is over the chalcogenide channel layer. A dopant concentration of the chalcogenide barrier layer is greater than a dopant concentration of the chalcogenide channel layer. The source/drain contacts are over the chalcogenide channel layer. The gate electrode is over the substrate.

Abstract: The application provides a memory device and an operation method thereof. The memory device includes: a memory array, for processing model computation having a plurality of input values and a plurality of interact coefficients; and at least one calculation unit. In receiving the input values, a first part and a second part of the memory cells generate a first part and a second part of the common source currents, respectively. The first part of the memory cells is electrically isolated from the second part of the memory cells based on a diagonal of the memory array. The at least one calculation unit calculates a first part and a second part of a local field energy of the model computation based on the first part and the second part of the common source currents.

Abstract: A device includes a substrate, a channel layer, a barrier layer, a gate electrode, and source/drain contacts. The channel layer is made of transition metal dichalcogenide. The barrier layer is over the channel layer. The gate electrode is over the barrier layer. The source/drain contacts are on opposite sides of the gate electrode and over the barrier layer.

Abstract: A semiconductor structure is provided. The semiconductor structure includes a substrate and a via structure. The via structure is through the substrate. The via structure includes a first conductive portion, a second conductive portion, a first barrier portion, a second barrier portion, and a third barrier portion. The first conductive portion has a ring-shaped cross section. The second conductive portion is disposed at an inner side of the first conductive portion. The second conductive portion has a ring-shaped cross section. The first barrier portion is disposed at an outer side of the first conductive portion. The second barrier portion is disposed between the first conductive portion and the second conductive portion. The third barrier portion is disposed at an inner side of the second conductive portion. At least one of the first barrier portion, the second barrier portion, or the third barrier portion includes an insulating 2D material.

Abstract: A memory device is provided. The memory device includes a memory array of a plurality of memory elements, a plurality of word lines or word line pairs, a plurality of bit line pairs, and a plurality of common source lines. Each of the memory elements includes two memory cells. The memory device is configured for calculating an energy value based on a plurality of state signals and a plurality of coefficients, and the two memory cells of each of the memory elements are configured for performing an individual selection such that one of the two memory cells of each of the memory elements receives two corresponding state signals from a corresponding word line or a corresponding word line pair and a corresponding bit line pair and generates an output current into a corresponding common source line for calculating the energy value.

Abstract: A memory device, for executing an anneal computation with first state and a second state. The memory device includes a first memory array, a second memory array, a control circuit, a sensing circuit and a processing circuit. the control circuit selects a first horizontal row of memory units from the first memory array, and selects a second horizontal row of memory units from the second memory array. The sensing circuit computes a local energy value of the first state according to the current generated by the memory units of the first horizontal row, and computes a local energy value of the second state according to the current generated by the memory units of the second horizontal row. The processing circuit updates the first state and/or the second state according to the local energy value of the first state and the local energy value of the second state.

Abstract: A memory device, for executing an anneal computation with first state and a second state. The memory device includes a first memory array, a second memory array, a control circuit, a sensing circuit and a processing circuit. the control circuit selects a first horizontal row of memory units from the first memory array, and selects a second horizontal row of memory units from the second memory array. The sensing circuit computes a local energy value of the first state according to the current generated by the memory units of the first horizontal row, and computes a local energy value of the second state according to the current generated by the memory units of the second horizontal row. The processing circuit updates the first state and/or the second state according to the local energy value of the first state and the local energy value of the second state.

Abstract: A memory device and a computing method thereof are provided in the present disclosure. The computing method includes the following steps. A plurality of input-values of a model computation are respectively received through a plurality of first-word-lines of a memory array. Inverted logic values of the input-values are respectively received through a plurality of second-word-lines. The input-values are respectively received through a plurality of first-bit-lines. The inverted logic values are respectively received through a plurality of second-bit-lines. Logic XNOR operation is performed according to each of the input-values and each of the inverted values to obtain a first computation result, and multiplied with one of self-coefficients or one of mutual coefficients of the model computation to obtain a plurality of output-values. The output-values are outputted through a plurality of common-source-lines.

Abstract: A semiconductor structure is provided. The semiconductor structure comprises a substrate, a via, a liner layer, a barrier layer, and a conductor. The via penetrates through the substrate. The liner layer is formed on a sidewall of the via. The barrier layer is formed on the liner layer. The barrier layer comprises a conductive 2D material. The conductor fills a remaining space of the via.

Abstract: A TCAM comprises a plurality of first search lines, a plurality of second search lines, a plurality of memory cell strings and one or more current sensing units. The memory cell strings comprise a plurality of memory cells. Each of the memory cells is coupled to one of the first search lines and one of the second search lines. The current sensing units, coupled to the memory cell strings. In a search operation, a determination that whether any of the data stored in the memory cell strings matches a data string to be searched is made according to whether the one or more current sensing units detect current from the memory cell strings, or according to the magnitude of the current flowing out from the memory cell strings detected by the one or more current sensing units.

Abstract: A memory device and an operation method thereof are provided. The memory device comprises: a memory array including a plurality of memory cells; a plurality of bit lines coupled to the memory array; a plurality of word lines coupled to the memory array; and a plurality of conductance controllable units coupled to the memory array; wherein a memory cell group and at least one conductance controllable unit among the conductance controllable units form a logic operation unit, and a logic operation function of the logic operation unit is determined by an equivalent conductance of the at least one conductance controllable unit.

Abstract: A device includes a substrate, a channel layer, a barrier layer, a gate electrode, and source/drain contacts. The channel layer is made of transition metal dichalcogenide. The barrier layer is over the channel layer. The gate electrode is over the barrier layer. The source/drain contacts are on opposite sides of the gate electrode and over the barrier layer.

Abstract: A memory device and an operation method thereof are provided. The memory device comprises: a memory array including a plurality of memory cells; a plurality of bit lines coupled to the memory array; a plurality of word lines coupled to the memory array; and a plurality of conductance controllable units coupled to the memory array; wherein a memory cell group and at least one conductance controllable unit among the conductance controllable units form a logic operation unit, and a logic operation function of the logic operation unit is determined by an equivalent conductance of the at least one conductance controllable unit.

Abstract: A data recognition apparatus and a recognition method are provided. The data recognition apparatus includes a data augmentation device, a feature extractor, and a comparator. The data augmentation device receives a plurality of target information and performs augmentation on each of the target information to generate a plurality of augmented target information. The feature extractor receives queried information and the augmented target information to extract features of the augmented target information and the queried information to respectively generate a plurality of augmented target feature values and a queried feature value. The comparator generates a recognition result according to the queried feature value and the augmented target feature values.

Abstract: A semiconductor device includes a substrate, a channel stack, source/drain contacts, and a gate electrode. The channel stack is over the substrate and includes a 2D channel layer and a barrier layer. An energy band gap of the barrier layer is greater than an energy band gap of the 2D channel layer. The source/drain contacts are in contact with the channel stack. The gate electrode is above the substrate.

Abstract: A TCAM comprises a plurality of first search lines, a plurality of second search lines, a plurality of memory cell strings and one or more current sensing units. The memory cell strings comprise a plurality of memory cells. Each of the memory cells is coupled to one of the first search lines and one of the second search lines. The current sensing units, coupled to the memory cell strings. In a search operation, a determination that whether any of the data stored in the memory cell strings matches a data string to be searched is made according to whether the one or more current sensing units detect current from the memory cell strings, or according to the magnitude of the current flowing out from the memory cell strings detected by the one or more current sensing units.

Abstract: A semiconductor device includes a substrate, a channel stack, source/drain contacts, and a gate electrode. The channel stack is over the substrate and includes a 2D channel layer and a barrier layer. An energy band gap of the barrier layer is greater than an energy band gap of the 2D channel layer. The source/drain contacts are in contact with the channel stack. The gate electrode is above the substrate.

Abstract: A control circuit including a first switch to a third switch, an inverter, a first capacitor and a second capacitor. The first switch includes a first terminal receiving a weighting signal, and a second terminal. The second switch includes a first terminal, a control terminal coupled to the second terminal of the first switch, and a second terminal coupled to a reference voltage terminal. The third switch includes a first terminal coupled to the reference voltage terminal, a control terminal, and a second terminal. The inverter includes an input terminal coupled to a data input terminal, and an output terminal. The first capacitor is coupled between the data input terminal and the control terminal of the second switch. The second capacitor is coupled between the output terminal of the inverter and the control terminal of the third switch.