Hrl Laboratories, LLC

Michael J O'Brien

James Benvenuto

Rajan Bhattacharyya

Qin Jiang

Karim El Defrawy

Kang-Yu Ni

Hankyu Moon

Ryan M Uhlenbrock

Vincent De Sapio

Kevin R Martin

Matthew E Phillips

Brian L Burns

Rachel Millin

Described is a system for neural decoding of neural activity. Using at least one neural feature extraction method, neural data that is correlated with a set of behavioral data is transformed into sparse neural representations. Semantic features are extracted from a set of semantic data. Using a combination of distinct classification modes, the set of semantic data is mapped to the sparse neural representations, and new input neural data can be interpreted.

System for mapping extracted Neural activity into Neuroceptual graphs

The system classifies data using formal concept analysis (FCA). In a training phase, the system generates a FCA classification lattice, having a structure, using a set of training data. The set of training data comprises training presentations and classifications corresponding to the training presentations. In a classification phase, a set of test data having classes that are hierarchical in nature is classified using the structure of the FCA classification lattice.

General formal concept analysis (FCA) framework for classification

Described is system for automatically detecting network services and their dependencies. The system generates a first context table having rows of packet headers and columns of header field values. A first concept lattice is generated from the first context table, and network services and corresponding packet headers are identified. A second context table is generated using the networks services data, and a second concept lattice is generated from the second context table. Network service dependencies are identified using the second concept lattice. The context tables are used to monitor the plurality of network service dependencies.

Lattice-based inference of network services and their dependencies from header and flow data

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Culver City, CA, United States of America

Michael J O'Brien