Abstract: A system and method for enhancing security for a high security embedded system. The system on chip device including at least one central processing unit (CPU) component, input and output component blocks, an independent hard or soft core dedicated to the input and output blocks, and a built-in, on die interposer, wherein the interposer consists of a field programmable gate array (FPGA) fabric, the FPGA fabric surrounding the components of the system on chip. The method for includes separating system components using a FPGA fabric, redirecting or changing the appearance of system components unknown to other system components, separating system code from security and recovery code, and providing proactive security problem detection and resolutions.

Abstract: A method and system for performing real time searches of large alphanumeric data sets including the following steps, combining a cognitive neuromorphic architecture with a neuron based encoding binary filter, wherein building the filter includes encoding input data as a concatenated binary representation, wherein the data becomes a binary value, connecting an axon to a neuron to create a synapse; wherein each binary value includes multiple axons and neurons, determining a weight to each synapse, applying the synaptic weight to the input data to determine an integrated value and determining if the integrated value is greater than or equal to a threshold value.

Abstract: A system and method for a enhancing security for a high security embedded system. The system on chip device including at least one central processing unit (CPU) component, input and output component blocks, an independent hard or soft core dedicated to the input and output blocks, and a built-in, on die interposer, wherein the interposer consists of a field programmable gate array (FPGA) fabric, the FPGA fabric surrounding the components of the system on chip. The method for includes separating system components using a FPGA fabric, redirecting or changing the appearance of system components unknown to other system components, separating system code from security and recovery code, and providing proactive security problem detection and resolutions.

Abstract: A method to create a parameter map depicting acoustical and mechanical properties of biological tissue at microscopic resolutions to identify potential health related issues.

Abstract: A method to characterize shape variations in brain ventricles during embryonic growth in mammals, the method including extracting a brain ventricle skeleton from one or more images, calculating a volume profile for the skeleton using the extracted images, partitioning the brain ventricle based on the volume profile along the skeleton, the brain ventricle being partitioned into two lateral ventricles and a main ventricle, the main ventricle being further partitioned into three sub regions, determining volume vectors of the two lateral ventricles and the three sub regions, computing a means square error between the determined computed volume vectors and a pretrained mean volume vector of embryos during different gestational stages, and classifying the embryo to the gestational stage having the lowest mean square error.

Abstract: An ultrasonic material-evaluation or classification method using spectral and envelope-statistics variables from backscattered ultrasound echo signals using an adaptive-bandwidth and combined with global variables. This classification method can be applied to any organ or tissue among biological materials and any non-biological material that produces backscattered signals as a result of microscopic internal in homogeneities such as a crystalline structure.

Abstract: A method and apparatus providing computer system cryptographic protection including a processor, a trusted platform module, trusted bus devices, a first secure memory and a second secure memory, wherein the first and second memory each have a first and second shadow copy, an external bus controller, and a system bus. The system bus contains trusted data and connects with the processor, the trusted platform module, trusted bus devices, the first and second secure memory and the external bus controller. The first and second secure memory separating code and data via physically distinct memory components. The contents of the distinct memory components being replicated into two shadow copies for each component, wherein during a write operation, simultaneously updating the shadow copies with the contents of the distinct components, and during a read operation, sending the two shadow copies and the memory component to a majority function.

Abstract: A method to segment images that contain multiple objects in a nested structure including acquiring an image; defining the multiple objects by layers, each layer corresponding to one region, where a region contains an innermost object and all the objects nested within the innermost object; stacking the layers in an order of the nested structure of the multiple objects, the stack of layers having at least a top layer and a bottom layer; extending each layer with padded nodes; connecting the top layer to a sink and the bottom layer to a source, wherein each intermediate layer between the top layer and the bottom layer are connected only to the adjacent layer by undirected links; and measuring a boundary length for each layer.

Abstract: A method to characterize shape variations in brain ventricles during embryonic growth in mammals, the method including extracting a brain ventricle skeleton from one or more images, calculating a volume profile for the skeleton using the extracted images, partitioning the brain ventricle based on the volume profile along the skeleton, the brain ventricle being partitioned into two lateral ventricles and a main ventricle, the main ventricle being further partitioned into three sub regions, determining volume vectors of the two lateral ventricles and the three sub regions, computing a means square error between the determined computed volume vectors and a pretrained mean volume vector of embryos during different gestational stages, and classifying the embryo to the gestational stage having the lowest mean square error.

Abstract: A method to characterize shape variations in brain ventricles during embryonic growth in mammals, the method including extracting a brain ventricle skeleton from one or more images, calculating a volume profile for the skeleton using the extracted images, partitioning the brain ventricle based on the volume profile along the skeleton, the brain ventricle being partitioned into two lateral ventricles and a main ventricle, the main ventricle being further partitioned into three sub regions, determining volume vectors of the two lateral ventricles and the three sub regions, computing a means square error between the determined computed volume vectors and a pretrained mean volume vector of embryos during different gestational stages, and classifying the embryo to the gestational stage having the lowest mean square error.

Abstract: An ultrasonic material-evaluation or classification method using spectral and envelope-statistics variables from backscattered ultrasound echo signals using an adaptive-bandwidth and combined with global variables. This classification method can be applied to any organ or tissue among biological materials and any non-biological material that produces backscattered signals as a result of microscopic internal in homogeneities such as a crystalline structure.

Abstract: A method to segment images that contain multiple objects in a nested structure including acquiring an image; defining the multiple objects by layers, each layer corresponding to one region, where a region contains an innermost object and all the objects nested within the innermost object; stacking the layers in an order of the nested structure of the multiple objects, the stack of layers having at least a top layer and a bottom layer; extending each layer with padded nodes; connecting the top layer to a sink and the bottom layer to a source, wherein each intermediate layer between the top layer and the bottom layer are connected only to the adjacent layer by undirected links; and measuring a boundary length for each layer.

Abstract: A method to characterize shape variations in brain ventricles during embryonic growth in mammals, the method including extracting a brain ventricle skeleton from one or more images, calculating a volume profile for the skeleton using the extracted images, partitioning the brain ventricle based on the volume profile along the skeleton, the brain ventricle being partitioned into two lateral ventricles and a main ventricle, the main ventricle being further partitioned into three sub regions, determining volume vectors of the two lateral ventricles and the three sub regions, computing a means square error between the determined computed volume vectors and a pretrained mean volume vector of embryos during different gestational stages, and classifying the embryo to the gestational stage having the lowest mean square error.

Abstract: A method and apparatus providing computer system cryptographic protection including a processor, a trusted platform module, trusted bus devices, a first secure memory and a second secure memory, wherein the first and second memory each have a first and second shadow copy, an external bus controller, and a system bus. The system bus contains trusted data and connects with the processor, the trusted platform module, trusted bus devices, the first and second secure memory and the external bus controller. The first and second secure memory separating code and data via physically distinct memory components. The contents of the distinct memory components being replicated into two shadow copies for each component, wherein during a write operation, simultaneously updating the shadow copies with the contents of the distinct components, and during a read operation, sending the two shadow copies and the memory component to a majority function.

Abstract: An ultrasonic material-evaluation or classification method using spectral and envelope-statistics variables from backscattered ultrasound echo signals combined with global variables. This classification method can be applied to any organ or tissue among biological materials and any non-biological material that produces backscattered signals as a result of microscopic internal inhomogeneities such as a crystalline structure.

Abstract: A quantitative method to analyze phase-resolved, raw backscatter echo data or the envelope of phase-resolved, raw backscatter echo data to characterize vitreous inhomogeneities as they relate to normal aging and vitreo-retinal disease. The technique can be applied to 2D or 3D data acquired from the vitreous. The approach provides an objective end value to characterize the vitreous and provide a tool for early diagnosis, monitoring and planning treatment of vitreo-retinal diseases.

Abstract: A method to increase the image formation speed in an annular-array digital ultrasound system consisting of N elements with a plurality of transmit and receive channels. Selectively dropping one or more transmit or receive channels during image formation reduces the amount of data needed to form an image, thus increasing the image formation frame rate through faster scan speeds or reducing the amount of digitized data required to process an image. The improved frame rate does result in some reduction in resolution, SNR and potentially DOF, but these drawbacks can be mitigated by synthetically recovering missing transmit-to-receive data pairs.

Abstract: Systems and methods for integrate satellite communications. A network of upward facing antennas placed on top of cell phone towers is established. Each upward facing antenna has a footprint at the altitude of a particular satellite orbit. Upward facing antennas are placed on cell towers so as to establish a continuous coverage over the orbit of a satellite(s) thereby allowing continuous communication using cellular technology with the satellite(s) on orbit.

Abstract: Systems and methods for integrate satellite communications. A network of upward facing antennas placed on top of cell phone towers is established. Each upward facing antenna has a footprint at the altitude of a particular satellite orbit. Upward facing antennas are placed on cell towers so as to establish a continuous coverage over the orbit of a satellite(s) thereby allowing continuous communication using cellular technology with the satellite(s) on orbit.

Abstract: A quantitative method to analyze phase-resolved, raw backscatter echo data or the envelope of phase-resolved, raw backscatter echo data to characterize vitreous inhomogeneities as they relate to normal aging and vitreo-retinal disease. The technique can be applied to 2D or 3D data acquired from the vitreous. The approach provides an objective end value to characterize the vitreous and provide a tool for early diagnosis, monitoring and planning treatment of vitreo-retinal diseases.