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92 results about "Memory process" patented technology

J Patrick's Ladder A Machine Learning Enhancement Tool

The invention is an add-on implementation of a stabilized association memory matrix system to an existing convolutional neural network framework. This invention emulates the intra-action and the inter-action of the cognitive processes of the (logical) left-brain and (intuitive) right-brain. The invention is a numerically stable soft-ware based implementation that (1) reduces the long training times, (2) reduces the execution time, and (3) produces intralayer and interlayer connections. The implementation of this joint processing architecture is designed to take an existing hierarchy of stepped based processes, add next to it a parallel hierarchy of associative memory processes, and then connect the two processes by another set of associative memory processes. Or, the stepped-based process may be replaced with additional associative memory processes to enhance the emulation of several bidirectional intralayer and interlayer cognitive process communication. In addition, the invention can be used as a neural network layer compression tool that takes in a multilayer perceptron, also known as a multilayer neural network, and outputs a single layer perceptron. The final construction can be visualized as two vertical rails connected with a set of horizontal rungs which motivates the name to this invention: J. Patrick's Ladder: A Machine Learning Enhancement Tool.
Owner:LARUE JAMES +1

System and method for host volume mapping for shared storage volumes in multi-host computing environment

The present invention provides a structure and method for controlling access to shared storage devices, such as disk drive memory arrays, in computer systems and networks having multiple host computers (101). A method for controlling access to a hardware device (106) in a computer system having a plurality of computers and at least one hardware device (106) connected to the plurality of computers. The method includes the steps of: associating a locally unique identifier (130) with each of the plurality of computers; and defining in memory a data structure for identifying which of the computers are allowed based on the locally unique identifier accessing the device (190); and querying the data structure to determine whether a requesting one of the computers should be allowed access to the hardware device. In one embodiment, the process of defining the data structure in the memory includes: defining a host computer ID mapping data structure in the memory; defining a port mapping table data structure in the memory that includes a plurality of port mapping table entries; A host identifier list data structure is defined in the memory; a volume permission table data structure is defined in the memory; and a volume number table data structure is defined in the memory.
Owner:IBM CORP
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