Abstract: A display device includes a substrate, a plurality of pixel electrodes on the substrate and spaced apart from each other, a plurality of light-emitting elements on the plurality of pixel electrodes, respectively, and a common electrode layer on the plurality of light-emitting elements and to which a common voltage is applied. The plurality of light-emitting elements include a first light-emitting element that is configured to emit first light according to a first driving current and a second light-emitting element that is configured to emit second light according to a second driving current. An active layer of the first light-emitting element is the same as an active layer of the second light-emitting element.

Abstract: A compressive sensing image sensor includes: a pixel array; and a readout circuit configured to receive pixel data on a shot image in an analogue form, and to process the pixel data, wherein the pixel array includes a plurality of blocks each having a plurality of pixels and arranged in an array form, wherein the circuit includes: a compressive sensing multiplexer to which a plurality of pixel data outputted from a corresponding block from among the plurality of blocks are inputted; an LFSR configured to arbitrarily select at least one pixel data from the plurality of pixel data inputted to the compressive sensing multiplexer; and a delta-sigma ADC configured to receive the at least one pixel data selected by the LFSR, to delta-sigma modulate the received at least one pixel data, and to generate compressive sensing data for restoring an image of the corresponding block from among the shot images.

Abstract: Disclosed is an image sensor including pixels, and an analog digital converter configured to select output values of the pixels using an analog multiplexer and to simultaneously perform a convolution operation and conversion into a digital signal using a delta-sigma ADC. The size of processed data is reduced, and power consumption is reduced, and thus the image sensor is advantageously applied to a portable device.

Abstract: A compressive sensing image sensor includes: a pixel array; and a readout circuit configured to receive pixel data on a shot image in an analogue form, and to process the pixel data, wherein the pixel array includes a plurality of blocks each having a plurality of pixels and arranged in an array form, wherein the circuit includes: a compressive sensing multiplexer to which a plurality of pixel data outputted from a corresponding block from among the plurality of blocks are inputted; an LFSR configured to arbitrarily select at least one pixel data from the plurality of pixel data inputted to the compressive sensing multiplexer; and a delta-sigma ADC configured to receive the at least one pixel data selected by the LFSR, to delta-sigma modulate the received at least one pixel data, and to generate compressive sensing data for restoring an image of the corresponding block from among the shot images.

Abstract: A neuromorphic system includes: an unsupervised learning hardware device configured to perform learning in an unsupervised manner, the unsupervised learning hardware device performing grouping on input signals; and a supervised learning hardware device configured to perform learning in a supervised manner with labeled values, the supervised learning hardware device performing clustering on input signals.

Abstract: A neuromorphic system includes: an unsupervised learning hardware device configured to perform learning in an unsupervised manner, the unsupervised learning hardware device performing grouping on input signals; and a supervised learning hardware device configured to perform learning in a supervised manner with labeled values, the supervised learning hardware device performing clustering on input signals.

Abstract: The present invention relates to a pattern recognition method and a pattern recognition apparatus for the same. According to the present invention, a pattern recognition method comprises: receiving data of a recognition object having a pattern; and recognizing the pattern using an electronic device having a synapse characteristic including a plurality of RRAMs (Resistance Random Access Memories), wherein each RRAM includes a variable resistance layer and has multiple memory states depending on variations in resistance of the variable resistance layer.

Abstract: A first stage circuit for a high-speed, high-resolution pipeline analog-to-digital converter (ADC) implements operational amplifier (opamp) sharing and capacitor sharing to combine the sample-and-hold (SAH) and the MDAC (multiplying digital to analog converter) functions in the first residue stage of the pipeline ADC. In one embodiment, the first stage circuit includes a sampling capacitor, an amplifier, a feedback capacitor array and a comparator. The sampling capacitor and the feedback capacitor array are configured by switches to operate in a sampling/MDAC mode, a discharge mode and a hold mode. In this manner, the sample-and-hold operation and the MDAC operation are merged into the first stage circuit of the pipeline ADC to achieve low power and high speed of operation.