Abstract: A method of recognizing an activity on the basis of a semi-Markov conditional random field (CRF) model is provided. The method includes segmenting an input signal measured by an accelerometer to output frame sequences, extracting training feature vectors from the frame sequences, building a codebook containing kernel vectors from the training feature vectors; quantizing vector sequences into discrete symbol sequences, using linear chain semi-Markov CRF model to compute the likelihood of a label given its corresponding symbol sequence.

Abstract: Electromechanical non-volatile memory devices are provided including a semiconductor substrate having an upper surface including insulation characteristics. A first electrode pattern is provided on the semiconductor substrate. The first electrode pattern exposes portions of a surface of the semiconductor substrate therethrough. A conformal bit line is provided on the first electrode pattern and the exposed surface of semiconductor substrate. The bit line is spaced apart from a sidewall of the first electrode pattern and includes a conductive material having an elasticity generated by a voltage difference. An insulating layer pattern is provided on an upper surface of the bit line located on the semiconductor substrate. A second electrode pattern is spaced apart from the bit line and provided on the insulating layer pattern. The second electrode pattern faces the first electrode pattern. Related methods are also provided.

Abstract: A method for implement an energy-efficient user access control to wireless sensor networks is disclosed. A user creates a secret key and sending it to a sensor. The sensor builds a first MAC value by the secret key and sends it to the Key Distribution Center which builds a second MAC value and sending it to the sensor. The sensor decrypts the second MAC value to get a random number, and builds a third MAC value by the random number. The third MAC value is used by the user to authenticate the sensor.

Abstract: A transistor includes first and second pairs of vertically overlaid source/drain regions on a substrate. Respective first and second vertical channel regions extend between the overlaid source/drain regions of respective ones of the first and second pairs of overlaid source/drain regions. Respective first and second insulation regions are disposed between the overlaid source/drain regions of the respective first and second pairs of overlaid source/drain regions and adjacent respective ones of the first and second vertical channel regions. Respective first and second gate insulators are disposed on respective ones of the first and second vertical channel regions. A gate electrode is disposed between the first and second gate insulators. The first and second vertical channel regions may be disposed near adjacent edges of the overlaid source/drain regions.

Abstract: Molecular devices and methods of manufacturing the molecular device are provided. The molecular device may include a lower electrode on a substrate and a self-assembled monolayer on the lower electrode. After an upper electrode is formed on the self-assembled monolayer, the self-assembled monolayer may be removed to form a gap between the lower electrode and the upper electrode. A functional molecule having a functional group may be injected into the gap.

Abstract: Unit cells of metal oxide semiconductor (MOS) transistors are provided having an integrated circuit substrate and a MOS transistor on the integrated circuit substrate. The MOS transistor includes a source region, a drain region and a gate. The gate is between the source region and the drain region. A channel region is provided between the source and drain regions. The channel region has a recessed region that is lower than bottom surfaces of the source and drain regions. Related methods of fabricating transistors are also provided.

Abstract: Provided is a composition for treating and preventing diabetes or diabetic complications comprising an extract of herbal combination as an effective ingredient. The composition for treating and preventing diabetes or diabetic complications includes an extract of herbal combination of bitter melon, caterpillar fungus, wolfberry tree bark, white mulberry bark, winged euonymus, kudzu root, Solomon's seal, white atractylodes rhizome, mondo grass rhizome, Japanese cornel fruit and ginseng as an effective ingredient. The composition increases secretion of insulin in a type 2 diabetic animal, improves insulin resistance and exhibits potent blood sugar-lowering and diabetic complication inhibiting activities. Further, since it is safe with natural product ingredients, it may be usefully used to prevent and improve diabetic diseases and inhibit diabetic complications.

Abstract: An image display apparatus and a method of compensating for white balance are disclosed. The method of compensating for white balance of an image display apparatus includes reading a picture status mode (PSM) set in the image display apparatus, measuring the light amounts of RGB color signals from an external light source of the image display apparatus and detecting a color temperature of the external light source, calculating a difference between the detected color temperature of the external light source and a color temperature of the white balance of the set PSM, performing white balance gain compensation for correcting the color temperature of an input image according to the PSM using the calculated difference between the color temperatures, and displaying an image of which the white balance gain is compensated for.

Abstract: A multibit electro-mechanical memory device and a method of manufacturing the same include a substrate, a bit line in a first direction on the substrate, a lower word line in a second direction intersecting the first direction, a pad electrode isolated from a sidewall of the lower word line and connected to the bit line, a cantilever electrode expending in the first direction over the lower word line with a lower void therebetween, and connected to the pad electrode and curved in a third direction vertical to the first and second direction by an electrical field induced by a charge applied to the lower word line, a trap site expending in the second direction over the cantilever electrode with an upper void therebetween, and an upper word line to which a charge to curve the cantilever electrode in a direction of the trap site is applied, and on the trap site.

Abstract: In a method of manufacturing a semiconductor device, a preliminary active pattern including gate layers and channel layers is formed on a substrate. The gate layers and the channel layers are alternatively stacked. A hard mask is formed on the preliminary active pattern. The preliminary active pattern is partially etched using the hard mask as an etching mask to expose a surface of the substrate. The etched preliminary active pattern is trimmed to form an active channel pattern having a width less than a lower width of the hard mask. Source/drain layers are formed on exposed side faces of the active channel pattern and the surface. The gate layers are selectively etched to form tunnels. A gate encloses the active channel pattern and filling the tunnels. Related intermediate structures are also disclosed.

Abstract: A method of fabricating a MOSFET provides a plurality of nanowire-shaped channels in a self-aligned manner. According to the method, a first material layer and a semiconductor layer are sequentially formed on a semiconductor substrate. A first mask layer pattern is formed on the semiconductor layer, and recess regions are formed using the first mask layer pattern as an etch mask. A first reduced mask layer pattern is formed, and a filling material layer is formed on the surface of the substrate. A pair of second mask layer patterns are formed, and a first opening is formed. Then, the filling material layer is etched to form a second opening, the exposed first material layer is removed to expose the semiconductor layer, and a gate insulation layer and a gate electrode layer enclosing the exposed semiconductor layer are formed.

Abstract: A multibit electro-mechanical memory device and a method of manufacturing the same include a substrate, a bit line on the substrate; a lower word line and a trap site isolated from the bit line, a pad electrode isolated from a sidewall of the trap site and the lower word line and connected to the bit line, a cantilever electrode suspended over a lower void in an upper part of the trap site, and connected to the pad electrode and curved by an electrical field induced by a charge applied to the lower word line, a contact part for concentrating a charge induced from the cantilever electrode thereon in response to the charge applied from the lower word line and the trap site, the contact part protruding from an end part of the cantilever electrode, and an upper word line formed with an upper void above the cantilever electrode.

Abstract: A memory device may include a substrate, a bit line, at least a first lower word line, at least a first trap site, a pad electrode, at least a first cantilever electrode, and/or at least a first upper word line. The bit line may be formed on the substrate in a first direction. The first lower word line and the first trap site may be insulated from the bit line and formed in a second direction crossing the bit line. The pad electrode may be insulated at sidewalls of the first lower word line and the first trap site and connected to the bit line. The first cantilever electrode may be formed in the first direction, connected to the pad electrode, floated on the first trap site with at least a first lower vacant space, and/or configured to be bent in a third direction. The first upper word line may be formed on the first cantilever electrode in the second direction with at least a first upper vacant space.

Abstract: A complementary metal-oxide semiconductor (CMOS) device includes an NMOS thin body channel including a silicon epitaxial layer. An NMOS insulating layer is formed on a surface of the NMOS thin body channel and surrounds the NMOS thin body channel. An NMOS metal gate is formed on the NMOS insulating layer. The CMOS device further includes a p-channel metal-oxide semiconductor (PMOS) transistor including a PMOS thin body channel including a silicon epitaxial layer. A PMOS insulating layer is formed on a surface of and surrounds the PMOS thin body channel. A PMOS metal gate is formed on the PMOS insulating layer. The NMOS insulating layer includes a silicon oxide layer and the PMOS insulating layer includes an electron-trapping layer, the NMOS insulating layer includes a hole trapping dielectric layer and the PMOS insulating layer includes a silicon oxide layer, or the NMOS insulating layer includes a hole-trapping dielectric layer and the PMOS insulating layer includes an electron-trapping dielectric layer.

Abstract: In a memory device and a method of forming the same, in one embodiment, the memory device comprises a first word line structure on a substrate, the first word line structure extending in a first direction. A bit line is provided over the first word line structure and spaced apart from the first word line by a first gap, the bit line extending in a second direction transverse to the first direction. A second word line structure is provided over the bit line and spaced apart from the bit line by a second gap, the second word line structure extending in the first direction.

Abstract: Semiconductor-on-insulator (SOI) field effect transistors include a semiconductor substrate and a first semiconductor active region on a first portion of a surface of the substrate. A first electrically insulating layer is provided. This first electrically insulating layer extends on a second portion of the surface of the substrate and also on a first sidewall of the first semiconductor active region. A second electrically insulating layer is provided, which extends on a third portion of the surface of the semiconductor substrate. The second electrically insulating layer also extends on a second sidewall of the first semiconductor active region. A second semiconductor active region is provided on the first semiconductor active region. The second semiconductor active region extends on the first semiconductor active region and on ends of the first and second electrically insulating layers.

Abstract: In a method of manufacturing a semiconductor device, an active channel pattern is formed on a substrate. The active channel pattern includes preliminary gate patterns and single crystalline silicon patterns that are alternately stacked with each other. A source/drain layer is formed on a sidewall of the active channel pattern. Mask pattern structures including a gate trench are formed on the active channel pattern and the source/drain layer. The patterns are selectively etched to form tunnels. The gate trench is then filled with a gate electrode. The gate electrode surrounds the active channel pattern. The gate electrode is protruded from the active channel pattern. The mask pattern structures are then removed. Impurities are implanted into the source/drain regions to form source/drain regions. A silicidation process is carried out on the source/drain regions to form a metal silicide layer, thereby completing a semiconductor device having a MOS transistor.

Abstract: Electromechanical non-volatile memory devices are provided including a semiconductor substrate having an upper surface including insulation characteristics. A first electrode pattern is provided on the semiconductor substrate. The first electrode pattern exposes portions of a surface of the semiconductor substrate therethrough. A conformal bit line is provided on the first electrode pattern and the exposed surface of semiconductor substrate. The bit line is spaced apart from a sidewall of the first electrode pattern and includes a conductive material having an elasticity generated by a voltage difference. An insulating layer pattern is provided on an upper surface of the bit line located on the semiconductor substrate. A second electrode pattern is spaced apart from the bit line and provided on the insulating layer pattern. The second electrode pattern faces the first electrode pattern. Related methods are also provided.

Abstract: An SOI substrate is fabricated by providing a substrate having a sacrificial layer thereon, an active semiconductor layer on the sacrificial layer remote from the substrate and a supporting layer that extends along at least two sides of the active semiconductor layer and the sacrificial layer and onto the substrate, and that exposes at least one side of the sacrificial layer. At least some of the sacrificial layer is etched through the at least one side thereof that is exposed by the supporting layer to form a void space between the substrate and the active semiconductor layer, such that the active semiconductor layer is supported in spaced-apart relation from the substrate by the supporting layer. The void space may be at least partially filled with an insulator lining.

Abstract: There are provided a multi-bit electro-mechanical memory device capable of enhancing or maximizing a degree of integration of the memory device and a method of manufacturing the multi-bit electro-mechanical memory device which includes a substrate, a bit line on the substrate, and extending in a first direction; a word line on the bit line, insulated from the bit line, and extending in a second direction transverse to the first direction, and a cantilever electrode including a shape memory alloy. The cantilever electrode has a first portion electrically connected to the bit line and a second portion extending in the first direction, and spaced apart from the word line by an air gap, wherein the cantilever electrode, in a first state, is in electrical contact with the word line, and, in a second state, is spaced apart from the word line.