Abstract: A method for memory storage including storing a neural network by storing values of the neural network each as a reference to a representative value; and, in some embodiments, storing additional values of the neural network. Each of the representative values can be generated by assigning each of the values of the neural network to a cluster; and for each cluster, selecting a centroid from the cluster. The method can include performing one or more multiply-accumulate operations A1B1+ . . . +AnBn on input vectors A and input vectors B, by accumulating input vectors A to an accumulated sum of input vectors A per input vector B having the same representative value and subsequently multiplying each of the accumulated sums of input vectors A by the representative value of the input vector B. A system is also described, and a method for configuring memory according to a data structure.

Abstract: A system and method for accelerating multiply-accumulate (MAC) floating-point units during training of deep learning networks. The method including: receiving a first input data stream A and a second input data stream B; adding exponents of the first data stream A and the second data stream B in pairs to produce product exponents; determining a maximum exponent using a comparator; determining a number of bits by which each significand in the second data stream has to be shifted prior to accumulation by adding product exponent deltas to the corresponding term in the first data stream and using an adder tree to reduce the operands in the second data stream into a single partial sum; adding the partial sum to a corresponding aligned value using the maximum exponent to determine accumulated values; and outputting the accumulated values.

Abstract: A durable, prefabricated metal gate assembly including a plurality of frame beams, a plurality of units, and a plurality of corner brackets. The prefabricated gate assembly is easily assembled onsite thereby alleviating the need for heavy lifting machinery or expensive welding tools when assembling. The versatility of this prefabricated gate is not limited to just a gates configuration but can also be used to form a fence as well.

Abstract: A method for memory storage including storing a neural network by storing values of the neural network each as a reference to a representative value; and, in some embodiments, storing additional values of the neural network. Each of the representative values can be generated by assigning each of the values of the neural network to a cluster; and for each cluster, selecting a centroid from the cluster. The method can include performing one or more multiply-accumulate operations A1B1+ . . . +AnBn on input vectors A and input vectors B, by accumulating input vectors A to an accumulated sum of input vectors A per input vector B having the same representative value and subsequently multiplying each of the accumulated sums of input vectors A by the representative value of the input vector B. A system is also described, as well as a method for configuring memory according to a data structure.

Abstract: Materials and methods for removing contaminants from liquids such as water are provided. The materials are graphene oxide-based materials that are chemically modified to comprise functional groups that adsorb a wide variety of pollutants such as heavy metals, nitrates, and phosphates.

Abstract: A mobile communication device has a processor, a radio, a near field communication (NFC) device, a battery, and memory for storing data. The power level of the battery is measured. When the measured power level is above a first predetermined level, power is provided to the radio to allow communication. Sufficient power is provided to operate the NFC device as a reader and a tag. When the measured power level of the battery falls below the first predetermined level, battery power to the radio is shut off. Sufficient power is maintained to the NFC device to allow it to operate only as a tag. Sufficient power is maintained to the memory to retain the data stored in the memory. When the measured power level of the battery falls below a second predetermined level, the NFC device is required to harvest all of its power from the field.

Abstract: Embodiments of the present disclosure describe an apparatus, method, and computer readable medium for processing a secure transaction. One embodiment describes an apparatus comprising: a processor; a secure element coupled to the processor; and a connectivity device coupled to the secure element, and configured to exchange communications with a device that is external to the apparatus, and receive and execute one or more unsolicited commands from the secure element.

Abstract: Apparatus for harvesting and using power in a near field communications mode, includes a host device with operating components. A first near field communication (NFC) device is contained in the host device and is configured to be selectively coupled to one of the operating components. The first NFC device harvests energy from a second NFC device and converts the harvested energy to electrical power. The first NFC device receives information from the second NFC device and power on the operating component as a function of the information received from the second NFC device. The first NFC device transfers data to or from the operating component when the operating component is powered on. The first NFC device powers off the operating component when the transfer of data between the first NFC device and the operating component has been completed.

Abstract: A near field communications (NFC) device is disclosed that interacts with other NFC devices to exchange information and/or the data. The NFC device can include a plurality of secure elements each configured to store one or more card emulation instances. Each card emulation instance is associated with an application identification (AID) and a priority value. The NFC device can route communications between another NFC device and plurality of secure elements based on each card emulation instance's associated AID and priority value.

Abstract: A system, method, and apparatus for negotiating a communication link between first and second near field communication (NFC) devices is disclosed. A third NFC device is placed in close proximity with a first host device operatively containing the first NFC device to determine communication information including at least one of a communication mechanism and a data transfer protocol usable by the first host device. The communication information usable by the first host device is stored in a portable device operatively containing the third NFC device. The third NFC device is momentarily placed in close proximity with the second NFC device. The stored communication information of the first host device is transferred from the portable device to a second host device operatively containing the second NFC device.

Abstract: A mobile communication device has a processor, a radio, a near field communication (NFC) device, a battery, and memory for storing data. The power level of the battery is measured. When the measured power level is above a first predetermined level, power is provided to the radio to allow communication. Sufficient power is provided to operate the NFC device as a reader and a tag. When the measured power level of the battery falls below the first predetermined level, battery power to the radio is shut off. Sufficient power is maintained to the NFC device to allow it to operate only as a tag. Sufficient power is maintained to the memory to retain the data stored in the memory. When the measured power level of the battery falls below a second predetermined level, the NFC device is required to harvest all of its power from the field.

Abstract: Apparatus for harvesting and using power in a near field communications mode, includes a host device with operating components. A first near field communication (NFC) device is contained in the host device and is configured to be selectively coupled to one of the operating components. The first NFC device harvests energy from a second NFC device and converts the harvested energy to electrical power. The first NFC device receives information from the second NFC device and power on the operating component as a function of the information received from the second NFC device. The first NFC device transfers data to or from the operating component when the operating component is powered on. The first NFC device powers off the operating component when the transfer of data between the first NFC device and the operating component has been completed.

Abstract: A mobile communication device has a processor, a radio, a near field communication (NFC) device, a battery, and memory for storing data. The power level of the battery is measured. When the measured power level is above a first predetermined level, power is provided to the radio to allow communication. Sufficient power is provided to operate the NFC device as a reader and a tag. When the measured power level of the battery falls below the first predetermined level, battery power to the radio is shut off. Sufficient power is maintained to the NFC device to allow it to operate only as a tag. Sufficient power is maintained to the memory to retain the data stored in the memory. When the measured power level of the battery falls below a second predetermined level, the NFC device is required to harvest all of its power from the field.

Abstract: Apparatus for harvesting and using power in a near field communications mode, includes a host device with operating components. A first near field communication (NFC) device is contained in the host device and is configured to be selectively coupled to one of the operating components. The first NFC device harvests energy from a second NFC device and converts the harvested energy to electrical power. The first NFC device receives information from the second NFC device and power on the operating component as a function of the information received from the second NFC device. The first NFC device transfers data to or from the operating component when the operating component is powered on. The first NFC device powers off the operating component when the transfer of data between the first NFC device and the operating component has been completed.

Abstract: A system, method, and apparatus for negotiating a communication link between first and second near field communication (NFC) devices is disclosed. A third NFC device is placed in close proximity with a first host device operatively containing the first NFC device to determine communication information including at least one of a communication mechanism and a data transfer protocol usable by the first host device. The communication information usable by the first host device is stored in a portable device operatively containing the third NFC device. The third NFC device is momentarily placed in close proximity with the second NFC device. The stored communication information of the first host device is transferred from the portable device to a second host device operatively containing the second NFC device.

Abstract: Embodiments of the present disclosure describe an apparatus, method, and computer readable medium for processing a secure transaction. One embodiment describes an apparatus comprising: a processor; a secure element coupled to the processor; and a connectivity device coupled to the secure element, and configured to exchange communications with a device that is external to the apparatus, and receive and execute one or more unsolicited commands from the secure element.

Abstract: A thin-client embedded secure element, which includes a processor and a memory coupled to the processor, and a proxy client. The thin-client embedded secure element also includes a storage device including an identification uniquely identifying the thin-client secure element. The proxy client is configured to receive a request for the secured data from a module in the client device, establish a secure communication channel with a proxy server coupled to the computing device over a network, request the secured data from the proxy server using the identification, and provide the secured data to the module of the client device.

Abstract: A system, method, and apparatus for negotiating a communication link between first and second near field communication (NFC) devices is disclosed. A third NFC device is placed in close proximity with a first host device operatively containing the first NFC device to determine communication information including at least one of a communication mechanism and a data transfer protocol usable by the first host device. The communication information usable by the first host device is stored in a portable device operatively containing the third NFC device. The third NFC device is momentarily placed in close proximity with the second NFC device. The stored communication information of the first host device is transferred from the portable device to a second host device operatively containing the second NFC device.

Abstract: Apparatus for harvesting and using power in a near field communications mode, includes a host device with operating components. A first near field communication (NFC) device is contained in the host device and is configured to be selectively coupled to one of the operating components. The first NFC device harvests energy from a second NFC device and converts the harvested energy to electrical power. The first NFC device receives information from the second NFC device and power on the operating component as a function of the information received from the second NFC device. The first NFC device transfers data to or from the operating component when the operating component is powered on. The first NFC device powers off the operating component when the transfer of data between the first NFC device and the operating component has been completed.

Abstract: Apparatus for harvesting and using power in a near field communications mode, includes a host device with operating components. A first near field communication (NFC) device is contained in the host device and is configured to be selectively coupled to one of the operating components. The first NFC device harvests energy from a second NFC device and converts the harvested energy to electrical power. The first NFC device receives information from the second NFC device and power on the operating component as a function of the information received from the second NFC device. The first NFC device transfers data to or from the operating component when the operating component is powered on. The first NFC device powers off the operating component when the transfer of data between the first NFC device and the operating component has been completed.