Abstract: The present disclosure relates to a lighting fixture that is configured to transfer heat that is generated by a light source and any associated electronics toward the front of the lighting fixture. The lighting fixture includes a heat spreading cup that is formed from a material that efficiently conducts heat and a light source that is coupled inside the heat spreading cup. The heat spreading cup has a bottom panel, a rim, and at least one sidewall extending between the bottom panel and the rim. The light source is coupled inside the heat spreading cup to the bottom panel and configured to emit light in a forward direction through an opening formed by the rim. Heat generated by the light source during operation is transferred radially outward along the bottom panel and in a forward direction along the at least one sidewall toward the rim of the heat spreading cup.

Abstract: The various implementations described herein include methods, devices, and systems for automatic audio equalization. In one aspect, a method is performed at an electronic device that includes speakers, microphones, processors and memory. The electronic device outputs audio user content from the speakers and automatically equalizes subsequent audio output of the device without user input. The automatic equalization includes: (1) obtaining audio content signals, including receiving outputted audio content at each microphone; (2) determining from the audio content signals phase differences between microphones; (3) obtaining a feature vector based on the phase differences; (4) obtaining a frequency correction from a correction database based on the obtained feature vector; and (5) applying the obtained frequency correction to the subsequent audio output.

Abstract: The present invention provides bioactive serum fractions and bioactive extracts derived from an Achachairu (Garcinia humilis) plant. The bioactive serum fractions and bioactive extracts are free of or substantially free of benzophenone and/or free of or substantially free of proteins. The present invention also provides products comprising the bioactive serum fractions and/or bioactive extracts. The present invention further provides methods of making the bioactive serum fractions and/or bioactive extracts.

Abstract: An exemplary ramp system for an automotive vehicle includes a ramp member including an upper ramp surface and a lower ramp surface, the upper ramp surface including a retention feature, a first channel, and a second channel, the lower ramp surface including a guide member, a platform including an upper platform surface and a lower platform surface, the upper platform surface including a guide rail and a support assembly, and a drive assembly coupled to the platform. The drive assembly is actuatable to move the ramp member relative to the platform.

Abstract: The present disclosure provides methods and systems for producing an olefin, such as ethylene and propylene. A method for producing an olefin can comprise injecting an oxidizing agent and methane into an oxidative coupling of methane (OCM) reactor to generate ethylene. The methane and/or additional feedstocks for the OCM reactor can be derived from a thermal cracking or fluidized catalytic cracking (FCC) process. The ethylene generated in the OCM reactor can be converted to propylene through a dimerization unit and metathesis unit.

Abstract: Embodiments of the disclosure disclose a method and an apparatus for calibrating a vehicle control parameter, an on-board controller, and an autonomous vehicle; one embodiment of the method comprises: executing a calibrating step in response to reaching a preset update condition, the calibrating step comprises: obtaining a current offset data set, wherein the current offset data in the current offset data set are determined in a period of time including a current time point; determining a current offset data reference value for characterizing a value feature of the current offset data set; and performing offset correction for the vehicle control parameter based on an offset between the current offset data reference value and a historical offset data reference value. This embodiment implements autonomous calibration of the vehicle parameter based on changes of vehicle offset, such that the vehicle may accurately follow a corresponding control indicator.

Abstract: A highly adsorptive structure includes: a substrate; and a carbon aerogel adhered to the substrate, wherein the carbon aerogel is characterized by having physical characteristics of in-situ formation on the substrate, and wherein the carbon aerogel is configured to selectively adsorb and desorb one or more refrigerants selected from the group consisting of: acid halides, alcohols, aldehydes, amines, chlorofluorocarbons, esters, ethers, fluorocarbons, perfluorocarbons, halocarbons, halogenated aldehydes, halogenated amines, halogenated hydrocarbons, halomethanes, hydrocarbons, hydrochlorofluorocarbons, hydrofluoroethers, hydrofluoroolefins, inorganic gases, ketones, nitrocarbon compounds, noble gases, organochlorine compounds, organofluorine compounds, organophosphorous compounds, organosilicon compounds, oxide gases, refrigerant blends and thiols.

Abstract: A video training system is described for making short training videos available to employees at their work locations which are simple to operate. It employs several inexpensive video cards each which are loaded with several training videos that redistributed to users at their work locations. A training status device keeps track of which training videos are on which video cards. A tracking base tracks the locations of each video card. Each card has biometrics for identifying the user using each video card. Training status device receives the identity of the current user, checks to see which training videos that current user must view, but did not already view and provides this information to a logic device. Logic device receives the current location of the video cards having the training videos and notifies the current user where to find the video cards.

Abstract: Methods, systems, and apparatuses are provided that are configured to: display, at a first node, at least one first interface with a first user interface element and a second user interface element; display, at the first node, at least one second interface; generate a first message; display, at the second node, at least one third interface; generate a second message that does not include a file attachment with the second message; display, at the first node, at least one fourth interface with a reference to at least one file; and allow access, at the first node, to the at least one file.

Abstract: A method includes generating a static model for classifying transactions of a designated type, the static model being trained using predefined input data corresponding to a first set of features generic to transactions of the designated type, and generating a dynamic model for classifying transactions of the designated type, the dynamic model being trained using dynamic input data corresponding to a second set of features specific to subsets of transactions of the designated type. The method also includes combining the static and dynamic models to generate a combined model, detecting transactions of the designated type between client devices and an enterprise system, and utilizing the combined model to classify a given detected transaction between a given client device and the enterprise system as potentially malicious or benign. The method further includes modifying processing of the given detected transaction responsive to classifying the given detected transaction as potentially malicious.

Abstract: Methods, systems, and media for detecting anomalous network activity are provided. In some embodiments, a method for detecting anomalous network activity is provided, the method comprising: receiving information indicating network activity, wherein the information includes IP addresses corresponding to devices participating in the network activity; generating a graph representing the network activity, wherein each node of the graph indicates an IP address of a device; generating a representation of the graph, wherein the representation of the graph reduces a dimensionality of information indicated in the graph; identifying a plurality of clusters of network activity based on the representation of the graph; determining that at least one cluster corresponds to anomalous network activity; and in response to determining that the at least one cluster corresponds to anomalous network activity, causing a network connection of at least one device included in the at least one cluster to be blocked.

Abstract: Features of various implementations are used to control operation of a second electronic device from a first electronic device using indirect control methods and optical character recognition. In some implementations, communication between a primary set-top box and a supplemental set-top box is configured in order to avoid the need for one or more provider-specific APIs. For example, one aspect of the disclosure is a method of identifying commands that can be used to control one or more features of a primary set-top box (e.g., DVR or VOD features) by a supplemental set-top box issuing commands to the primary set-top box via a wireless (e.g., IR) transmitter, and then using optical character recognition to identify the outcomes of those commands as displayed on a primary TV display or secondary display.

Abstract: A data center immersion cooling system is described. The system comprises: an immersion tank; a heat exchanger to extract heat from heated coolant and transform heated coolant into cooled coolant; a coolant supply line to supply the cooled coolant from the heat exchanger to the immersion tank; and a coolant return line to return the heated coolant from the immersion tank to the heat exchanger, wherein the immersion tank further comprises: a plurality of equipment compartments that accommodate electronic devices; and a heated coolant reservoir disposed around the plurality of equipment compartments, wherein the cooled coolant enters the equipment compartments from the bottom, wherein the heated coolant in the equipment compartments exits the equipment compartments at the top, and is collected into the heated coolant reservoir, and wherein the heated coolant in the heated coolant reservoir is returned to the heat exchanger via the coolant return line.

Abstract: A vehicle seat system includes a seat back. A seat cushion is positioned proximate to the seat back. The seat cushion includes: a first side configured when upwardly directed for supporting an adult passenger; and a second side oppositely facing from the first side. The second side is configured when upwardly directed for supporting a child passenger and includes: an elevated face positioned proximate to the seat back; and a lower elevation face forward of the elevated face at a lower elevation than the elevated face when the second side is upwardly directed. The seat cushion is releasable and rotatable to configure the seat cushion with either the first side or the second side upwardly directed.

Abstract: A server center for hosting low-latency streaming interactive audio/video (A/V) includes a plurality of servers that run one or more applications and an inbound routing network that receives packet streams from users via a first network interface and routes the packets to one or more of the servers. The packet streams include user control input. One or more of the servers are operable to compute A/V data responsive to the user control input. A compression unit is coupled to receive the A/V data from the one or more of the servers and output compressed A/V data therefrom. An output routing network that routes the compressed A/V data to each of the users over a corresponding communication channel via a second interface, the compression unit is operable to modify a compression rate responsive to current characteristics of the corresponding communication channel for each user so as to optimize performance of the one or more applications.

Abstract: A method for synchronizing, in a browser state of a web browser application, both automatically-generated content and user-generated content includes retrieving, by a controller application executing on a first computing device, from a profile database, profile content. The method includes receiving, by a first browser application, from the controller application, a first request including automatically-generated content based on the retrieved profile content. The method includes transmitting, by the first browser application, a first network request, the network request including the automatically-generated content. The method includes synchronizing, by a second browser application, a browser state of the second browser application with a browser state of the first browser application. The method includes receiving, by the second browser application, a second request including user-generated content.

Abstract: Systems and methods for increasing cycling endurance and minimizing over programming of non-volatile memory cells by modulating the programming voltage applied to the non-volatile memory cells over time as the number of program/erase cycles increases are described. A bit count ratio based on bit counts within two threshold voltage zones may be used to determine the amount of voltage reduction in the programming voltage applied during subsequent programming operations. For example, if the bit count ratio is between 0.02 and 0.05, then the reduction in the programming voltage may be 100 mV; if the bit count ratio is between 0.05 and 0.10, then the reduction in the programming voltage may be 200 mV. The modulation (e.g., the reduction) of the programming voltage may be performed at varying cycle intervals depending on the total number of program/erase cycles for a memory block and/or the bit count ratio.

Abstract: A membrane-lined wall for levee reinforcement or leak prevention, prevention of water migration, and pollution control of impoundments. The membrane-lined wall generally includes a cementitious or concrete wall formed within an excavated trench. The concrete may be internally reinforced, and the wall may also comprise a double-layer of impermeable geomembrane liner that forms a barrier between the concrete and the sides and bottom of the trench. The membrane or liner reduces water migration, prevents levee leakage, and prevents the escape of contaminants in impoundments.

Abstract: A network monitoring “sensor” is built on initial startup by checking the integrity of the bootstrap system and, if it passes, downloading information from which it builds the full system including an encrypted and an unencrypted portion. Later, the sensor sends hashes of files, configurations, and other local information to a data center, which compares the hashes to hashes of known-good versions. If they match, the data center returns information (e.g., a key) that the sensor can use to access the encrypted storage. If they don't, the data center returns information to help remediate the problem, a command to restore some or all of the sensor's programming and data, or a command to wipe the encrypted storage. The encrypted storage stores algorithms and other data for processing information captured from a network, plus the captured/processed data itself.

Abstract: A technique includes acquiring a plurality of records, each record having a corresponding number of attributes determining, based on local density measurements for numeric and normally distributed attribute value frequency measure for categorical attributes tags in the training portion of the plurality of records which is then used in probabilistic classifier for anomaly detection. A second set of implementations is proposed using ensemble method of combining deep learning algorithms for the same.