Abstract: Recurrent Neural Networks (RNNs) wherein a non-volatile memory (NVM) array provides a memory bank for the RNN. The RNN may include a Neural Turning Machine (NTM) and the memory bank may be an NTM matrix stored in the NVM array. In some examples, a data storage device (DSD) that controls the NVM array includes both a data storage controller and a separate NTM controller. The separate NTM controller accesses the NTM matrix of the NVM array directly while bypassing flash translation layer (FTL) components of the data storage controller. Additionally, various majority wins error detection and correction procedures are described, as well as various disparity count-based procedures.

Abstract: A method and a computer program product and an apparatus for securing communication in heterogeneous networks that include devices with different protection levels. The method comprises monitoring, by a security agent installed on a device, communication between the device and external devices. The method comprises determining a level of in-device protection for each device based on available protection thereof. The method further comprises employing, by the security agent, an associated security policy for communications originating from the device, based on the level of in-device protection; such as resources utilized for employing security policies for communications originating from devices are correlated with the protection levels thereof. The method may further comprise enabling sharing security workload between device having trusted security agents to improve performance efficiency thereof.

Abstract: Recurrent Neural Networks (RNNs) wherein a non-volatile memory (NVM) array provides a memory bank for the RNN. The RNN may include a Neural Turning Machine (NTM) and the memory bank may be an NTM matrix stored in the NVM array. In some examples, a data storage device (DSD) that controls the NVM array includes both a data storage controller and a separate NTM controller. The separate NTM controller accesses the NTM matrix of the NVM array directly while bypassing flash translation layer (FTL) components of the data storage controller. Additionally, various majority wins error detection and correction procedures are described, as well as various disparity count-based procedures.

Abstract: A method for shaping an RF pulse for use with an MRI system includes shaping an RF pulse for use with an MRI system that uses an RF coil. The RF pulse is shaped to reduce changes in B1 amplitude and in an off-resonance effect with respect to Larmor frequency as a function of distance from the RF coil.

Abstract: A system for NMR/MRI, having X, Y, Z directions, includes an RF coil having a B0 static magnetic field in the Z direction and a transverse B1 RF magnetic field in the XY directions. Currents in the RF coil are distributed so that the transverse B1 field is substantially uniform in the XY plane.

Abstract: Advanced ultra-low power error correcting codes are generated using soft quantization and lattice interpolation based on clock and Syndrome Weight. Reinforcement learning may be used to generate threshold values for flipping bits for low density parity check Ultra-Low Power error correction codes. The threshold values can be generated offline and downloaded to a storage device or generated while the storage device is in use.

Abstract: A method, a computer program product and an apparatus for online detection of command injection attacks in a computerized system. The method comprises determining that an input of a potential input provisioning event received from a network includes a command separator and an executable product and recording a suspicious record event. The method further comprises determining that an execution command configured to be executed a potential execution event correlates to the suspicious record event and in response to said determining flagging the execution command as a command injection attack. The method further comprises performing a remedial action with respect to the flagged command injection attack prior to attempting to execute the execution command.

Abstract: A method and a computer program product and an apparatus for securing communication in heterogeneous networks that include devices with different protection levels. The method comprises monitoring, by a security agent installed on a device, communication between the device and external devices. The method comprises determining a level of in-device protection for each device based on available protection thereof. The method further comprises employing, by the security agent, an associated security policy for communications originating from the device, based on the level of in-device protection; such as resources utilized for employing security policies for communications originating from devices are correlated with the protection levels thereof. The method may further comprise enabling sharing security workload between device having trusted security agents to improve performance efficiency thereof.

Abstract: A method and a computer program product and an apparatus for securing communication in heterogeneous networks that include devices with different protection levels. The method comprises monitoring, by a security agent installed on a device, communication between the device and external devices. The method comprises determining a level of in-device protection for each device based on available protection thereof. The method further comprises employing, by the security agent, an associated security policy for communications originating from the device, based on the level of in-device protection; such as resources utilized for employing security policies for communications originating from devices are correlated with the protection levels thereof. The method may further comprise enabling sharing security workload between device having trusted security agents to improve performance efficiency thereof.

Abstract: The present invention provides a mixed porous negative electrode comprising graphite and solid electrolyte particles, the structure and composition of which make it possible to increase the amount and quality of the lithium deposition while avoiding large variations in thickness.

Abstract: Recurrent Neural Networks (RNNs) wherein a non-volatile memory (NVM) array provides a memory bank for the RNN. The RNN may include a Neural Turning Machine (NTM) and the memory bank may be an NTM matrix stored in the NVM array. In some examples, a data storage device (DSD) that controls the NVM array includes both a data storage controller and a separate NTM controller. The separate NTM controller accesses the NTM matrix of the NVM array directly while bypassing flash translation layer (FTL) components of the data storage controller. Additionally, various majority wins error detection and correction procedures are described, as well as various disparity count-based procedures.

Abstract: The present invention relates to an electrode covered, on all or part of its surface thereof, with a coating layer made of an electronically insulating and ionically conductive as well as the method for preparing said electrode. The present invention also relates to the protection of sulfur electrolytes in order to improve their stability with regard to moisture, in particular by means of a layer comprising an ionically conductive inorganic material comprising a halogen-type anion.

Abstract: A method, system and product for command injection identification. An input hook function is configured to be executed in response to a potential input provisioning event. The input hook function is configured to perform: analyzing a potential input of the potential input provisioning event to identify whether the potential input comprises a command separator and an executable product; and in response to identifying the command separator and the executable product, recording a suspicious input event indicating the command separator and the executable product. An execution hook function is configured to be executed in response to a potential execution event. The execution hook function is configured to perform: in response to a determination that an execution command of the potential execution event comprises the command separator and the executable product of the suspicious input event, flagging the execution command as a command injection attack.

Abstract: Exemplary methods and apparatus are provided for implementing a deep learning accelerator (DLA) or other neural network components within the die of a non-volatile memory (NVM) apparatus using, for example, under-the-array circuit components within the die. Some aspects disclosed herein relate to configuring the under-the-array components to implement feedforward DLA operations. Other aspects relate to backpropagation operations. Still other aspects relate to using an NAND-based on-chip copy with update function to facilitate updating synaptic weights of a neural network stored on a die. Other aspects disclosed herein relate to configuring a solid state device (SSD) controller for use with the NVM. In some aspects, the SSD controller includes flash translation layer (FTL) tables configured specifically for use with neural network data stored in the NVM.

Abstract: The disclosed antenna includes: a radiating element disposed in a radiating plane transverse to an axis of the antenna; a reflecting plane, which is transverse to the axis, the radiating plane being located at a predetermined height above the reflecting plane; and a substrate, interposed between the radiating plane and the reflecting plane, and having a constant thickness. This antenna is characterized by a local relative electrical permittivity of the substrate that is a function of the radius, i.e. the distance to the axis, and a height, i.e. a distance to the reflecting plane, the local relative electrical permittivity being, at constant height, increasing as a function of the radius, and, at constant radius, increasing as a function of the height at least for a portion of the substrate in the vicinity of the reflecting plane.

Abstract: A method and apparatus for video processing on a data storage device. A chip bound architecture includes a CMOS coupled to one or more NAND die, the CMOS including one or more processors, memories, and error correction code (ECC) engines capable of processing video data. According to certain embodiments, macroblocks are correlated between two I-frames, including motion vectors to define different locations of correlated macroblocks. A P-frame may be determined from a previous I-frame and its correlated macroblocks and motion vectors, while a B-frame may be determined from two or more adjacent I-frames with concomitant macroblocks and motion vectors, as well as P-frames associated with an adjacent I-frame.

Abstract: The present application relates to an electrode comprising pillars of conductors covered with at least two layers for improving the deposition of lithium, and the electrochemical cells and batteries comprising same.

Abstract: The present invention relates to a current collector for a negative electrode, coated with at least one electronically conducting and ionically insulating layer, to the method for producing such a collector, and to batteries containing same.

Abstract: Recurrent Neural Networks (RNNs) wherein a non-volatile memory (NVM) array provides a memory bank for the RNN. The RNN may include a Neural Turning Machine (NTM) and the memory bank may be an NTM matrix stored in the NVM array. In some examples, a data storage device (DSD) that controls the NVM array includes both a data storage controller and a separate NTM controller. The separate NTM controller accesses the NTM matrix of the NVM array directly while bypassing flash translation layer (FTL) components of the data storage controller. Additionally, various majority wins error detection and correction procedures are described, as well as various disparity count-based procedures.

Abstract: The present application relates to novel mixed compounds based on oxides and sulfides, and the use thereof as a solid electrolyte, with improved sulfide stability. The application further relates to electrochemical elements and lithium batteries containing such electrolytes.