Abstract: A system and method checks packetized data retrieved from a bus that is ordinarily considered reliable that was already error checked and/or corrected before being placed on the bus by applying a hash or checksum or other function to each packet to produce a packet checksum and then applying another function to the ordered packet checksums and comparing the result to one sent by the device that checked and/or corrected, and sent, the data packets.

Abstract: Systems and methods for continuous monitoring of the behavior of animals, such as small rodents, are provided. Monitoring can include video, audio, and other sensor modalities. In one embodiment, the system can include cameras, arena design, environmental sensors, and ultrasonic sensors. The system uniquely provides a continuous long-term monitoring system suitable for mouse behavioral study. Further provided is a neural network based tracker configured for use with video data acquired by the monitoring system. 3 different neural network architectures have been tested to determine their performance on genetically diverse mice under varying environmental conditions. It has been observed that that an encoder-decoder segmentation neural network achieves high accuracy and speed with minimal training data.

Abstract: Systems and methods for continuous monitoring of the behavior of animals, such as small rodents, are provided. Monitoring can include video, audio, and other sensor modalities. In one embodiment, the system can include cameras, arena design, environmental sensors, and ultrasonic sensors. The system uniquely provides a continuous long-term monitoring system suitable for mouse behavioral study. Further provided is a neural network based tracker configured for use with video data acquired by the monitoring system. Three different neural network architectures have been tested to determine their performance on genetically diverse mice under varying environmental conditions. It has been observed that that an encoder-decoder segmentation neural network achieves high accuracy and speed with minimal training data.

Abstract: A system and method stores a database file into Flash memory or other write-constrained storage.

Abstract: A deck drainage system includes a bracket, a locking bead, and a sheet. The bracket includes a first leg and an elongate receiver connected to an end portion of the leg. The elongate receiver defines a substantially round cross-sectional profile. The locking bead is an elongate member that defines a slit in an outer surface thereof for receiving the sheet. The locking bead is configured to be received in the receiver.

Abstract: A system and method uses a set of processors that each perform a logic function to identify portions of a data source meeting a criteria. Each logic function is performed against a row of a column of the data source, and a value that is derived from the criteria for that logic function, which is also derived from the criteria. The output of each of the logic functions is applied as an address to a table that has been configured to read true at the addresses corresponding to the criteria being met, and false otherwise. Data from the row of the database table having a table value of true are retrieved from the data source.

Abstract: Systems and methods for continuous monitoring of the behavior of animals, such as small rodents, are provided. Monitoring can include video, audio, and other sensor modalities. In one embodiment, the system can include cameras, arena design, environmental sensors, and ultrasonic sensors. The system uniquely provides a continuous long-term monitoring system suitable for mouse behavioral study. Further provided is a neural network based tracker configured for use with video data acquired by the monitoring system. Three different neural network architectures have been tested to determine their performance on genetically diverse mice under varying environmental conditions. It has been observed that that an encoder-decoder segmentation neural network achieves high accuracy and speed with minimal training data.

Abstract: A system and method checks packetized data retrieved from a bus that is ordinarily considered reliable that was already error checked and/or corrected before being placed on the bus by applying a hash or checksum or other function to each packet to produce a packet checksum and then applying another function to the ordered packet checksums and comparing the result to one sent by the device that checked and/or corrected, and sent, the data packets.

Abstract: A system and method stores a database file into Flash memory or other write-constrained storage. The system and method can decompress the data to use to process a request by only decompressing data it determines, via metadata, might correspond to a criteria in the request.

Abstract: Systems and methods for continuous monitoring of the behavior of animals, such as small rodents, are provided. Monitoring can include video, audio, and other sensor modalities. In one embodiment, the system can include cameras, arena design, environmental sensors, and ultrasonic sensors. The system uniquely provides a continuous long-term monitoring system suitable for mouse behavioral study. Further provided is a neural network based tracker configured for use with video data acquired by the monitoring system. 3 different neural network architectures have been tested to determine their performance on genetically diverse mice under varying environmental conditions. It has been observed that that an encoder-decoder segmentation neural network achieves high accuracy and speed with minimal training data.

Abstract: A system and method processes join requests via independently running engines. A build side table to be joined is allocated among high speed memories of the engines. Each row of a probe side are allocated to the engine likely to have build side data corresponding to the row, and the engine then performs the join. Aggregation statistics may be computed by distributing the information across the engines.

Abstract: A deck drainage system includes a bracket, a locking bead, and a sheet. The bracket includes a first leg and an elongate receiver connected to an end portion of the leg. The elongate receiver defines a substantially round cross-sectional profile. The locking bead is an elongate member that defines a slit in an outer surface thereof for receiving the sheet. The locking bead is configured to be received in the receiver.

Abstract: A system and method stores a database file into Flash memory or other write-constrained storage.

Abstract: A deck drainage system includes a bracket, a locking bead, and a sheet. The bracket includes a first leg and an elongate receiver connected to an end portion of the leg. The elongate receiver defines a substantially round cross-sectional profile. The locking bead is an elongate member that defines a slit in an outer surface thereof for receiving the sheet. The locking bead is configured to be received in the receiver.

Abstract: A deck drainage system includes a bracket, a locking bead, and a sheet. The bracket includes a first leg and an elongate receiver connected to an end portion of the leg. The elongate receiver defines a substantially round cross-sectional profile. The locking bead is an elongate member that defines a slit in an outer surface thereof for receiving the sheet. The locking bead is configured to be received in the receiver.

Abstract: Systems and methods for continuous monitoring of the behavior of animals, such as small rodents, are provided. Monitoring can include video, audio, and other sensor modalities. In one embodiment, the system can include cameras, arena design, environmental sensors, and ultrasonic sensors. The system uniquely provides a continuous long-term monitoring system suitable for mouse behavioral study. Further provided is a neural network based tracker configured for use with video data acquired by the monitoring system. 3 different neural network architectures have been tested to determine their performance on genetically diverse mice under varying environmental conditions. It has been observed that that an encoder-decoder segmentation neural network achieves high accuracy and speed with minimal training data.

Abstract: A deck drainage system includes a bracket, a locking bead, and a sheet. The bracket includes a first leg and an elongate receiver connected to an end portion of the leg. The elongate receiver defines a substantially round cross-sectional profile. The locking bead is an elongate member that defines a slit in an outer surface thereof for receiving the sheet. The locking bead is configured to be received in the receiver.

Abstract: A system and method stores a database file into Flash memory or other write-constrained storage. The system and method can decompress the data to use to process a request by only decompressing data it determines, via metadata, might correspond to a criteria in the request.

Abstract: A system and method stores a database file into Flash memory or other write-constrained storage.

Abstract: Storage divisions are selected for garbage collection by use of a first selection criterion that is based on an amount of storage capacity freed by reclaiming the respective storage divisions. The first selection criterion may be overridden by a second, different selection criterion in response to determining that a wear variance of the storage divisions exceeds a threshold. The second selection criterion may select a storage division to reclaim based on a wear-level of the storage division. Overrides of the first selection criterion may be limited to a particular override frequency and/or period. The first selection criterion may comprise a logarithmic comparison of the amount of invalid data within the storage divisions. The amount of invalid data in a storage division may be calculated in terms of recovery blocks, having a size that exceeds the size of the physical storage locations within the storage divisions.