Abstract: A track drive of an agricultural production machine is disclosed. The track drive includes a driving wheel, a front deflection roller, a rear deflection roller, a continuous caterpillar track around the driving wheel and the deflection rollers, and middle rollers between the front and rear deflection roller. The track drive further includes a track frame and a swing frame. Using the swing frame, the track drive pivots about a first axis of the agricultural production machine, and the track frame pivots about a second axis of the swing frame. The second axis is at a distance from the first axis, and a spring system or damper system is positioned between the track frame and the pivot frame. The deflection rollers are positioned on the track frame with the middle rollers positioned on a common support element, which is positioned pivotably about a third axis on the track frame.

Abstract: A sensor sheet of a wound monitoring and/or therapy apparatus can include one or more electrical connections. The electrical connections can include multiple conductive inks having different impedances. A track of first conductive ink having a first impedance can be coupled to an electrical connector of an electronic component. A track of second conductive ink having a second impedance can be coupled to the track of first conductive ink.

Abstract: The present invention refers to alkoxybenzaldehyde derivatives and precursors thereof. The invention further refers to perfume compositions and fragranced article comprising them.

Abstract: A method of making an adhesion layer of an extreme ultraviolet (EUV) stack is presented. The method includes grafting an ultraviolet (UV) sensitive polymer brush on a hardmask, the polymer brush including a UV cleavable unit, depositing EUV resist over the polymer brush, exposing the EUV resist to remove the EUV resist in exposed areas by applying a developer, and flooding the exposed area with a UV light and a solvent developer to remove exposed portions of the polymer brush.

Abstract: Methods, systems, devices, and computer-readable media used by a cloud data management system for collecting data from accounts hosted by a cloud-based data warehousing system on different cloud platforms or in different cloud regions of a cloud platform. Collection of data in the multi-cloud platform and/or multi-cloud region environments may be facilitated by the on-demand creation of one or more data collection accounts. Based on the collected data, one or more data warehouse resources not managed by the cloud data management system may be discovered, configured, and onboarded to the cloud data management system.

Abstract: The present document describes a method (500) for generating a bitstream (101), wherein the bitstream (101) comprises a sequence of superframes (400) for a sequence of frames of an immersive audio signal (111). The method (500) comprises, repeatedly for the sequence of superframes (400), inserting (501) coded audio data (206) for one or more frames of one or more downmix channel signals (203) derived from the immersive audio signal (111), into data fields (411, 421, 412, 422) of a superframe (400); and inserting (502) metadata (202, 205) for reconstructing one or more frames of the immersive audio signal (111) from the coded audio data (206), into a metadata field (403) of the superframe (400).

Abstract: A method of estimating the movement between two images (I1, I2) comprising the steps of determining an initialization displacement vector between the two images by projecting, in the image plane of the image capture device, the displacement between the two images calculated depending on collected information defining the movement of the image capture device between the two images and depending on the value of image capture parameter(s) used, chosen from an angular opening, a zoom factor and the resolution of the images implementing, based on the initialization displacement vector, an iterative algorithm delivering a displacement vector depending on an error function to be minimized between one of the two images and the transform of the other image by the displacement vector.

Abstract: A processor comprises a plurality of processing units, wherein there is a fixed transmission time for transmitting a message from a sending processing unit to a receiving processing unit, based on the physical positions of the sending and receiving processing units in the processor. The processing units are arranged in a column, and the fixed transmission time depends on the position of a processing circuit in the column. An exchange fabric is provided for exchanging messages between sending and receiving processing units, the columns being arranged with respect to the exchange fabric such that the fixed transmission time depends on the distances of the processing circuits with respect to the exchange fabric.

Abstract: A technique relates to a semiconductor device. A first epitaxial material is formed under a bottom surface of a set of fins, the first epitaxial material being under fin channel regions of the set of fins. A second epitaxial material is formed adjacent to the first epitaxial material and remote from the fin channel regions, a combination of the first epitaxial material and the second epitaxial material forming a bottom source or drain (source/drain) layer. A top source/drain layer is formed on an upper portion of the set of fins, gate material being disposed around the set of fins between the top source/drain layer and the bottom source/drain layer.

Abstract: A method and device for coding and decoding a coded data stream representative of at least one image split into blocks. For a current block, a group of pixel values in the block is determined from previously decoded pixels, and for each pixel, a prediction residue is decoded. A prediction value for the pixel is determined according to a first prediction mode by predicting the pixel from at least one other previously decoded pixel belonging to the current block. Information is decoded from the stream indicating whether the pixel is predicted according to a second prediction mode using a prediction resulting from the group of pixel values in the block. When the pixel is predicted according the second mode, the prediction value for the pixel is replaced with a selected value of the group. The pixel is reconstructed using the prediction value associated with the pixel and the prediction residue.

Abstract: A method includes defining a plurality of different windows of time in a recurrent artificial neural network, wherein each of the different windows has different durations, has different start times, or has both different durations and different start times, identifying occurrences of topological patterns of activity in the recurrent artificial neural network in the different windows of time, comparing the occurrences of the topological patterns of activity in the different windows, and classifying, based on a result of the comparison, a first decision that is represented by a first topological pattern of activity that occurs in a first of the windows as less robust than a second decision that is represented by a second topological pattern of activity that occurs in a second of the windows.

Abstract: Techniques are provided for sparse ensembling of unsupervised machine learning models. In an embodiment, the proposed architecture is composed of multiple unsupervised machine learning models that each produce a score as output and a gating network that analyzes the inputs and outputs of the unsupervised machine learning models to select an optimal ensemble of unsupervised machine learning models. The gating network is trained to choose a minimal number of the multiple unsupervised machine learning models whose scores are combined to create a final score that matches or closely resembles a final score that is computed using all the scores of the multiple unsupervised machine learning models.

Abstract: Activators of BAX and their uses in cancer therapy are disclosed.

Abstract: A method for training a control policy. The method includes estimating the variance of a value function which associates a state with a value of the state or a pair of state and action with a value of the pair by solving a Bellman uncertainty equation, wherein, for each of multiple states, the reward function of the Bellman uncertainty equation is set to the difference of the total uncertainty about the mean of the value of the subsequent state following the state and the average aleatoric uncertainty of the value of the subsequent state and biasing the control policy in training towards regions for which the estimation gives a higher variance of the value function than for other regions.

Abstract: A system and method are provided for training an autoencoder on training data to obtain a generative model for synthesizing new data. During the training, an affine transformation is applied to the output of the encoder to obtain representations of the training data instances in the latent space. Furthermore, a mean and covariance of the representations of the training data instances in the latent space is determined, and parameters of the affine transformation are updated to shift the mean and covariance of the representations of the training data instances towards a target mean and a target covariance. The decoder of the trained autoencoder may be used as generative model, for example to synthesize input data to a test or simulation of a system, device, or machine, or to synthesize training data for the training of a(nother) machine learnable model.

Abstract: The present invention relates to System for analysing tissue, comprising: a dissociation means for at least partially dissociating a tissue sample so as to obtain individual cells, a microfluidic flow device through which a fluid comprising the dissociated cells can be made to flow, and an evaluation device arranged to evaluate the cells as they are being transported through the microfluidic flow device, the system preferably being arranged for a label free analysis of tissue.

Abstract: The present disclosure relates to the field of spectroscopic monitoring of liquids. In particular, among other aspects, disclosed herein are novel Raman spectrometry (RS)- and laser-induced fluorescence (LIF)-enabled water quality monitoring devices, as well as methods, computer-implemented methods, or programmes for processing spectral data received therefrom.

Abstract: The invention relates to a foamable disinfectant containing at least one monohydric C2 to C4 alcohol, at least one silicone surfactant and foam stabilizers, wherein the disinfectant is present as a foam. The highly alcoholic solution of the disinfectant according to the invention is a hand disinfectant and is readily foamable by means of a foam applicator. In addition, the disinfectant exhibits good foam stability despite the very high alcohol content. The high alcohol content leads, as expected, to good antimicrobial effectiveness.

Abstract: Articulating surgical instruments are disclosed. In one embodiment, a surgical instrument may include an elongated shaft assembly including an articulable portion moveable between a non-articulated configuration and an articulated configuration. First and second articulating shafts of the elongated shaft assembly may be coaxially arranged and axially fixed at an attachment point located distally from the articulable portion. Proximal portions of the first and second articulating shafts may be displaceable in opposing directions to articulate the articulable portion from the non-articulated configuration to the articulated configuration. In another embodiment, an articulation control may be movable from a first position to a second position to move an articulation lock from a locked configuration to an unlocked configuration to selectively permit articulation of a surgical instrument. The articulation lock also may be movable from the second position to a third position to articulate the surgical instrument.