Abstract: A method for forming a heterojunction bipolar transistor is provided. The method includes (a) forming a doped region in a group IV semiconductor layer of a substrate; (b) forming an epitaxially grown III-V semiconductor body on a surface portion of the doped region, the body extending from the surface portion and protruding vertically above the doped region, wherein the doped region and the body forms a first sub-collector part and a second sub-collector part, respectively; and (c) forming an epitaxially grown III-V semiconductor layer stack on the body, the layer stack comprising a collector, a base and an emitter. There is further provided a heterojunction bipolar transistor device.

Abstract: A method for hardware-implemented training of a feedforward artificial neural network is provided. The method comprises: generating a first output signal by processing an input signal with the network, wherein a cost quantity assumes a first cost value; measuring the first cost value; defining a group of at least one synaptic weight of the network for variation; varying each weight of the group by a predefined weight difference; after the variation, generating a second output signal from the input signal to measure a second cost value; comparing the first and second cost values; and determining, based on the comparison, a desired weight change for each weight of the group such that the cost function does not increase if the respective desired weight changes are added to the weights of the group. The desired weight change is based on the weight difference times ?1, 0, or +1.

Abstract: A tunable resistive element, comprising a first terminal, a second terminal, a dielectric layer and an intercalation layer. The dielectric layer and the intercalation layer is arranged between the first terminal and the second terminal. The dielectric layer is configured to form conductive filaments of oxygen vacancies on application of an electric field. The intercalation layer is configured to undergo a topotactic transition comprising an oxygen intercalation in combination with a change in the resistivity of the intercalation layer. A related memory device and a related neuromorphic network comprise resistive memory elements as memory cells and synapses respectively and a corresponding design structure.

Abstract: A method for forming a heterojunction bipolar transistor is provided. The method includes (a) forming a doped region in a group IV semiconductor layer of a substrate; (b) forming an epitaxially grown III-V semiconductor body on a surface portion of the doped region, the body extending from the surface portion and protruding vertically above the doped region, wherein the doped region and the body forms a first sub-collector part and a second sub-collector part, respectively; and (c) forming an epitaxially grown III-V semiconductor layer stack on the body, the layer stack comprising a collector, a base and an emitter. There is further provided a heterojunction bipolar transistor device.

Abstract: A tunable resistive element, comprising a first terminal, a second terminal, a dielectric layer and an intercalation layer. The dielectric layer and the intercalation layer is arranged between the first terminal and the second terminal. The dielectric layer is configured to form conductive filaments of oxygen vacancies on application of an electric field. The intercalation layer is configured to undergo a topotactic transition comprising an oxygen intercalation in combination with a change in the resistivity of the intercalation layer. A related memory device and a related neuromorphic network comprise resistive memory elements as memory cells and synapses respectively and a corresponding design structure.

Abstract: A tunable resistive element, comprising a first terminal, a second terminal, a dielectric layer and an intercalation layer. The dielectric layer and the intercalation layer are arranged in series between the first terminal and the second terminal. The dielectric layer is configured to form conductive filaments of oxygen vacancies on application of an electric field. The intercalation layer is configured to undergo a topotactic transition comprising an oxygen intercalation in combination with a change in the resistivity of the intercalation layer. A related memory device and a related neuromorphic network comprise resistive memory elements as memory cells and synapses respectively and a corresponding design structure.

Abstract: A tunable resistive element, comprising a first terminal, a second terminal, a dielectric layer and an intercalation layer. The dielectric layer and the intercalation layer are arranged in series between the first terminal and the second terminal. The dielectric layer is configured to form conductive filaments of oxygen vacancies on application of an electric field. The intercalation layer is configured to undergo a topotactic transition comprising an oxygen intercalation in combination with a change in the resistivity of the intercalation layer. A related memory device and a related neuromorphic network comprise resistive memory elements as memory cells and synapses respectively and a corresponding design structure.

Abstract: Apparatus including: memory cell unit(s) having a variable-resistance channel component (CC) extending between first and second supply terminals for supplying read and write (R/W) signals to the unit in respective R/W modes, and resistive memory elements (RMEs) arranged along the CC, RME includes resistive memory material (RMM), extending along a respective channel segment (CHS) of the CC in contact therewith, in which respective lengths along that CHS of high- and low-resistance regions is variable in write mode, and a gate terminal provided on that CHS for controlling resistance of the CHS in response to control signal(s) (CS) applied to the gate terminal; and circuitry configured to apply the CS such that, in read mode, a RME(s) is selected by applying a CS producing CHS with resistance between the resistance regions of the RMM; and remaining RME(s) are deselected by applying CS producing CHS having resistance less than the low-resistance region.

Abstract: The invention relates to a method for hardware-implemented training of a feedforward artificial neural network. The method comprises: generating a first output signal by processing an input signal with the network, wherein a cost quantity to assumes a first cost value; measuring the first cost value; defining a group of at least one synaptic weight of the network for variation; varying each weight of the group by a predefined weight difference; after the variation, generating a second output signal from the input signal to measure a second cost value; comparing the first and second cost values; and determining, based on the comparison, a desired weight change for each weight of the group such that the cost function does not increase if the respective desired weight changes are added to the weights of the group. The desired weight change is based on the weight difference times ?1, 0, or +1.

Abstract: A tunable resistive element, comprising a first terminal, a second terminal, a dielectric layer and an intercalation layer. The dielectric layer and the intercalation layer are arranged in series between the first terminal and the second terminal. The dielectric layer is configured to form conductive filaments of oxygen vacancies on application of an electric field. The intercalation layer is configured to undergo a topotactic transition comprising an oxygen intercalation in combination with a change in the resistivity of the intercalation layer. A related memory device and a related neuromorphic network comprise resistive memory elements as memory cells and synapses respectively and a corresponding design structure.

Abstract: Apparatus including: memory cell unit(s) having a variable-resistance channel component (CC) extending between first and second supply terminals for supplying read and write (R/W) signals to the unit in respective R/W modes, and resistive memory elements (RMEs) arranged along the CC, RME includes resistive memory material (RMM), extending along a respective channel segment (CHS) of the CC in contact therewith, in which respective lengths along that CHS of high- and low-resistance regions is variable in write mode, and a gate terminal provided on that CHS for controlling resistance of the CHS in response to control signal(s) (CS) applied to the gate terminal; and circuitry configured to apply the CS such that, in read mode, a RME(s) is selected by applying a CS producing CHS with resistance between the resistance regions of the RMM; and remaining RME(s) are deselected by applying CS producing CHS having resistance less than the low-resistance region.

Abstract: Apparatus including: memory cell unit(s) having a variable-resistance channel component (CC) extending between first and second supply terminals for supplying read and write (R/W) signals to the unit in respective R/W modes, and resistive memory elements (RMEs) arranged along the CC, RME includes resistive memory material (RMM), extending along a respective channel segment (CHS) of the CC in contact therewith, in which respective lengths along that CHS of high- and low-resistance regions is variable in write mode, and a gate terminal provided on that CHS for controlling resistance of the CHS in response to control signal(s) (CS) applied to the gate terminal; and circuitry configured to apply the CS such that, in read mode, a RME(s) is selected by applying a CS producing CHS with resistance between the resistance regions of the RMM; and remaining RME(s) are deselected by applying CS producing CHS having resistance less than the low-resistance region.

Abstract: Apparatus including: memory cell unit(s) having a variable-resistance channel component (CC) extending between first and second supply terminals for supplying read and write (R/W) signals to the unit in respective R/W modes, and resistive memory elements (RMEs) arranged along the CC, RME includes resistive memory material (RMM), extending along a respective channel segment (CHS) of the CC in contact therewith, in which respective lengths along that CHS of high- and low-resistance regions is variable in write mode, and a gate terminal provided on that CHS for controlling resistance of the CHS in response to control signal(s) (CS) applied to the gate terminal; and circuitry configured to apply the CS such that, in read mode, a RME(s) is selected by applying a CS producing CHS with resistance between the resistance regions of the RMM; and remaining RME(s) are deselected by applying CS producing CHS having resistance less than the low-resistance region.

Abstract: A dual gate CMOS structure including a semiconductor substrate; a first channel structure including a first semiconductor material and a second channel structure including a second semiconductor material on the substrate. The first semiconductor material including SixGe1-x where x=0 to 1 and the second semiconductor material including a group III-V compound material. A first gate stack on the first channel structure includes: a first native oxide layer as an interface control layer, the first native oxide layer comprising an oxide of the first semiconductor material; a first high-k dielectric layer; a first metal gate layer. A second gate stack on the second channel structure includes a second high-k dielectric layer; a second metal gate layer. The interface between the second channel structure and the second high-k dielectric layer is free of any native oxides of the second semiconductor material.

Abstract: A dual gate CMOS structure including a semiconductor substrate; a first channel structure including a first semiconductor material and a second channel structure including a second semiconductor material on the substrate. The first semiconductor material including SixGe1-x where x=0 to 1 and the second semiconductor material including a group III-V compound material. A first gate stack on the first channel structure includes: a first native oxide layer as an interface control layer, the first native oxide layer comprising an oxide of the first semiconductor material; a first high-k dielectric layer; a first metal gate layer. A second gate stack on the second channel structure includes a second high-k dielectric layer; a second metal gate layer. The interface between the second channel structure and the second high-k dielectric layer is free of any native oxides of the second semiconductor material.

Abstract: A dual gate CMOS structure including a semiconductor substrate; a first channel structure including a first semiconductor material and a second channel structure including a second semiconductor material on the substrate. The first semiconductor material including SixGe1-x where x=0 to 1 and the second semiconductor material including a group III-V compound material. A first gate stack on the first channel structure includes: a first native oxide layer as an interface control layer, the first native oxide layer comprising an oxide of the first semiconductor material; a first high-k dielectric layer; a first metal gate layer. A second gate stack on the second channel structure includes a second high-k dielectric layer; a second metal gate layer. The interface between the second channel structure and the second high-k dielectric layer is free of any native oxides of the second semiconductor material.

Abstract: A dual gate CMOS structure including a semiconductor substrate; a first channel structure including a first semiconductor material and a second channel structure including a second semiconductor material on the substrate. The first semiconductor material including SixGe1?x where x=0 to 1 and the second semiconductor material including a group III-V compound material. A first gate stack on the first channel structure includes: a first native oxide layer as an interface control layer, the first native oxide layer comprising an oxide of the first semiconductor material; a first high-k dielectric layer; a first metal gate layer. A second gate stack on the second channel structure includes a second high-k dielectric layer; a second metal gate layer. The interface between the second channel structure and the second high-k dielectric layer is free of any native oxides of the second semiconductor material.

Abstract: A first channel structure includes SixGe1-x and a second channel structure includes a group III-V compound material. First and second gate stacks are formed on the first and second channel structures. An insulating layer is formed on the gate stacks and the channel structures and is removed from the first channel structure to form a spacer on sidewalls of the first gate stack. First raised source and drain layers are formed on the first channel structure. The insulating layer is removed from the second channel structure to form a spacer on sidewalls of the second gate stack. The surfaces of the first and second channel structures and first source and drain layers are oxidized. The oxide layers are treated by a cleaning process that selectively removes the second native oxide layer only. Second raised source and drain layers are formed on the second channel structure. A CMOS structure is disclosed.

Abstract: A method is disclosed for fabricating a semiconductor circuit. A semiconductor substrate is provided. A first semiconductor device is fabricated including a first semiconductor material on the substrate and forming an insulating layer including a cavity structure on the first semiconductor device. The cavity structure includes at least one growth channel and the growth channel connects a crystalline seed surface of the first semiconductor device with an opening. Further steps include growing via the opening from the seed surface a semiconductor filling structure including a second semiconductor material different from the first semiconductor material in the growth channel, forming a semiconductor starting structure for a second semiconductor device from the filling structure, and fabricating a second semiconductor device including the starting structure. Corresponding semiconductor circuits are also disclosed.