Abstract: A composition of matter comprising a fusion protein attached to the outer surface of a substrate is disclosed. The fusion protein comprises a light-generating protein and a light-transducing protein. Uses of the composition of matter are disclosed.

Abstract: Disclosed embodiments are a computing system and a computer-implemented method for distributed training of a machine learning model over a plurality of computing nodes, in a plurality of iterations, characterized by gradient gap based mitigation of the gradient staleness problem. The disclosed method evaluates the staleness of the gradient based on the difference in gradients between a central point, for example an iteration's common starting point, and the points reached by the respective computing node during one or more iterations, and aggregates the update steps from the plurality of computing nodes, while giving more weight to computing nodes having a lesser change in the gradient.

Abstract: A methodology is provided for generating hydrophobic superhydrophobic, oleophobic and/or superoleophobic surfaces. Compositions of matter made of a substrate having deposited on a surface thereof (e.g., by thermal evaporation) hydrocarbon waxes, including fluorinated waxes, are disclosed. Process of preparing such compositions of matter and articles of manufacturing incorporating such compositions are also disclosed. Further disclosed are articles of manufacturing and methods which are useful in inhibiting, reducing and/or retarding biofilm formation, and which include applying waxes (e.g., by thermal evaporation) on a surface of the articles.

Abstract: Provided are novel serum-free culture media which comprise basic fibroblast growth factor (bFGF), transforming growth factor beta-3 and ascorbic acid at a concentration of at least about 50 microgram/ml; ascorbic acid at a concentration range of about 400-600 microgram/ml, bFGF at a concentration range of about 50-200 ng/ml, xeno-free serum replacement and a lipid mixture; the IL6RIL6 chimera at a concentration range of about 50-200 picogram per milliliter (pg/ml); or leukemia inhibitory factor (LIF) at a concentration of at least 2000 units/ml; cell cultures comprising same with pluripotent stem cells such as human embryonic stem cells and induced pluripotent stem (iPS) cells, and methods of using same for expanding pluripotent stem cells in an undifferentiated state using two-dimensional or three-dimensional culture systems; and methods of expanding iPS cells in a suspension culture devoid of substrate adherence and cell encapsulation.

Abstract: A method for modulating an immune response by activating or inhibiting dopaminergic neurons in the Ventral Tegmental Area (VTA) is provided. Modulation is achieved by modulating the activity, the abundance or both of: a natural killer cell, a CD8 T-cell, a CD4 T-cell, a B-cell, a dendritic cell, a macrophage, a granulocyte, or their combination.

Abstract: Provided are methods of determining prognosis of a subject diagnosed with sepsis, by determining the baseline levels of T-cell senescence in the subject. Also provided are methods of treating a subject diagnosed with sepsis, by monitoring the subject diagnosed with sepsis and treating the subject which exhibits high baseline levels of T-cell senescence.

Abstract: The invention provides a method for treating cancer comprising the step of administering a therapeutically effective amount of KPC1, a peptide which is at least about 70% homologous to the KPC1 or an agent which up-regulates KPC1. In some embodiments, there is also provided a method for treating cancer comprising the step of administering a therapeutically effective amount of p50, a peptide which is at least about 70% homologous to the p50 or an agent which up-regulates p50.

Abstract: A compact robotic device for driving movement of two or more elongate surgical tools configured for a telescopic arrangement when said two or more elongate surgical tools are at least partially received within said device, the device comprising: a housing comprising walls which define an inner volume including at least two inner pathways for accommodating the two or more elongate surgical tools; the housing encasing: a plurality of motors, and two or more tool actuation assemblies configured at a position of each of the two or more inner pathways; the actuation assemblies driven by the plurality of motors and configured to operably contact an elongate surgical tool at least partially received in the inner pathway to at least one of advance, retract and/or roll said elongate surgical tool.

Abstract: A system and method for protecting a speculative execution processor, from side channel attacks, are disclosed. The system comprises a processing circuitry, adapted to: in a first time period performing an execution of a code segment by storing speculative instructions in an internal cache memory which is inaccessible to read actions of an external processing unit; in a second time period copying only a committed portion of the executed code segment into another memory component which is accessible to read actions of the external processing unit. The first and second time periods are different and independent.

Abstract: An aspect of the invention relates to methods and implants comprising acoustic-sensitive material and at least one additional component within said acoustic-sensitive material. In some embodiments, the at least one additional component is one or more of at least one releasable drug within said acoustic-sensitive material and/or a plurality of cells within said acoustic-sensitive material. In some embodiments, the implant comprises a dedicated form, which is provided inside the body of the patient.

Abstract: A method comprising: prior to performing a planned i-th data movement in a distributed data system comprising a plurality of storage sites, generating (i) a first map of current locations of data item replicas following an immediately-preceding (i?1)-th data movement, (b) a first timestamp associated with a completion of said (i?1)-th data movement, and (c) a second map of expected locations of data item replicas following said i-th data movement; implementing said i-th data movement; generating, upon performing said i-th data movement, a second timestamp associated with a completion of said i-th data movement, wherein said second timestamp is indexed as i; and if a failure occurs with respect to at least one of said storage sites during said i-th data movement, determining a completion status of said i-th data movement, based on a comparison between said indexing of said second map and said indexing of said second timestamp.

Abstract: Methods and kits for detecting the presence of at least one target DNA sequence with or without a modification in a DNA molecule are provided.

Abstract: A pipelined ADC system comprising: a first ADC stage comprising a trainable neural network layer and configured to receive an analog input signal, and convert it into a first n-bit digital output representing said analog input signal; a DAC circuit comprising a trainable neural network layer and configured to receive said first n-bit digital output, and convert it into an analog output signal representing said first n-bit digital output; and a second ADC stage comprising a trainable neural network layer and configured to receive a residue analog input signal of said analog input signal, and convert it into a second n-bit digital output representing said residue analog input signal; wherein said first and second n-bit digital outputs are combined to generate a combined digital output representing said analog input signal.

Abstract: A method for training a computerized mechanical device, comprising: receiving data documenting actions of an actuator performing a task in a plurality of iterations; calculating using the data a neural network dataset and used for performing the task; gathering in a plurality of reward iterations a plurality of scores given by an instructor to a plurality of states, each comprising at least one sensor value, while a robotic actuator performs the task according to the neural network; calculating using the plurality of scores a reward dataset used for computing a reward function; updating at least some of the neural network's plurality of parameters by receiving in each of a plurality of policy iterations a reward value computed by applying the reward function to another state comprising at least one sensor value, while the robotic actuator performs the task according to the neural network; and outputting the updated neural network.

Abstract: A system for directional detection of radiation, comprises a plurality of scintillating crystals, responsive to the radiation and being arranged three-dimensionally, with voids between adjacent crystals, such that there are crystals that are inner and crystals that are outer within the arrangement. The system also comprises a plurality of light sensors coupled to the crystals for receiving optical signals from the crystals and responsively generating electrical signals, and a data processor receiving an electrical signal separately from each light sensor and calculating a direction of the radiation based on relative intensities of the signals and mutual occultation among different crystals.

Abstract: A system and methods are provided for decision making under uncertainty, for selecting an optimal action from among multiple candidate actions in belief space planning (BSP), including, for a new propagated belief: selecting from stored propagated beliefs a closest propagated belief; selecting, from among the stored measurement samples associated with the closest propagated belief, re-use measurement samples that provide a representative set of a measurement likelihood distribution corresponding to the new propagated belief; determining an information gap between a stored posterior belief associated with a re-use measurement sample and a new posterior belief that would be inferred by applying the re-use measurement sample to the new propagated belief; updating the stored posterior belief to account for the information gap; and calculating objective values for the multiple candidate actions, the objective values being weighted summations including immediate scores of the updated posterior beliefs.

Abstract: Agents which inhibit Gads dimerization are provided. Accordingly there is provided an agent which inhibits Gads (SEQ ID NO: 1) dimerization, the agent interacting with a pharmacophore binding site comprising an amino acid selected from the group consisting of F55, P56, W58, F59, E61, G62, A84-F92, V107-N111, Y115, F116, L125 and N126 of SEQ ID NO: 1. Also provided an agent which inhibits Gads (SEQ ID NO: 1) dimerization, the agent interacting with a pharmacophore binding site comprising an amino acid sequence of an SH3 domain of SEQ ID NO: 1. Also provided are methods of inhibiting activation of a T cell and/or a mast cell and methods of treating or preventing a disease associated with activation of T cells or an allergic response.

Abstract: An imaging system (200) including a phase-modulating element (202) configured and arranged with optics (100) in an imaging path (300) of the imaging system, to modulate light emitted from an object (150), while the object is in motion with respect to the imaging system, to create a modified point-spread function (PSF); and a processor (700) configured and arranged to generate, on an image plane (500) of the imaging system, a three-dimensional image from the modulated light to provide depth-based characteristics of the object. Other applications are also described.

Abstract: The present invention is directed to a monoclonal antibody or an antigen-binding portion thereof having specific binding affinity to RING finger protein 4 (RNF4). The invention is further directed to use of the antibody or an antigen-binding portion thereof in detecting a RNF4-associated disease in a subject, such as cancer.

Abstract: A method for evaluating heart function, comprising receiving a digitized cardiac signal, computing a power spectral density (PSD) or multiscale entropy (MSE) of the digitized cardiac signal, and evaluating heart function based on the PSD or MSE is provided. Systems and computer program products for doing same are also provided.