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Method for accelerating convolution neutral network hardware and AXI bus IP core thereof

The invention discloses a method for accelerating convolution neutral network hardware and an AXI bus IP core thereof. The method comprises the first step of performing operation and converting a convolution layer into matrix multiplication of a matrix A with m lines and K columns and a matrix B with K lines and n columns; the second step of dividing the matrix result into matrix subblocks with m lines and n columns; the third step of starting a matrix multiplier to prefetch the operation number of the matrix subblocks; and the fourth step of causing the matrix multiplier to execute the calculation of the matrix subblocks and writing the result back to a main memory. The IP core comprises an AXI bus interface module, a prefetching unit, a flow mapper and a matrix multiplier. The matrix multiplier comprises a chain type DMA and a processing unit array, the processing unit array is composed of a plurality of processing units through chain structure arrangement, and the processing unit of a chain head is connected with the chain type DMA. The method can support various convolution neutral network structures and has the advantages of high calculation efficiency and performance, less requirements for on-chip storage resources and off-chip storage bandwidth, small in communication overhead, convenience in unit component upgrading and improvement and good universality.
Owner:NAT UNIV OF DEFENSE TECH

Partitioned implantable system

An implantable system includes a plurality of implantable devices that are detachably coupled to each other. Each implantable device of the system includes: (1) an hermetically-sealed case housing electronic components; (2) feedthru terminals mounted to a wall of the hermetically-sealed case adapted to allow electrical contact from a location outside the hermetically-sealed case with the electronic components housed inside the hermetically-sealed case; (3) a coil external to the hermetically-sealed case attached to the feedthru terminals; (4) a flexible molding bonded to the hermetically-sealed case, and wherein the coil is embedded within or otherwise attached to the flexible molding; and (5) engagement means for engaging the flexible molding with a flexible molding of another implantable device of the implantable system. Such engagement means also aligns the coils of the implantable devices that are thus engaged with the engaging means to allow electromagnetic coupling to occur between the aligned coils. In one embodiment, the engaging means includes a hole formed in the flexible molding of a first implantable device and a knob portion formed in the flexible molding of a second implantable device, wherein the knob portion is sized to fit within the hole, and wherein when the knob portion is placed within the hole, the coil of the first device is coaxially aligned with the coil of the second implantable device.
Owner:ADVANCED BIONICS AG

Avionics system suitable for multi-purpose unmanned aircraft

The invention discloses an avionics system suitable for a multi-purpose unmanned aircraft. A 1553B dual-redundancy bus framework is adopted in the avionics system. The avionics system consists of a main processor unit, a universal interface unit, a 1553B bus, a mass memory, an airborne monitoring terminal, a task load, an execution mechanism and a sensor assembly. The devices have the connection relationships that: the main processor unit, the universal interface unit, the mass memory, the airborne monitoring terminal and the task load are connected with the 1553B bus through a 1553B special electric connector, and the 1553B special electric connector serving as a bus module connects all the devices attached to the bus together; a steering engine controller is connected with the universalinterface unit through an RS422 interface; and the sensor assembly is connected to the universal interface unit through interfaces of serial RS422/RS232/RS485, an ARINC429 bus, a CAN, analogue AD/DA and discrete DIO and the like. The avionics system has the characteristics of strong multi-task expandability, multi-redundancy high reliability, rich data interfaces and strong calculation and processing capabilities, and can well meet the application requirement of 'one platform and multiple purposes' of the unmanned aircraft.
Owner:BEIHANG UNIV

A device, system and method for implementing smart home applications

The invention discloses a device, a system and a method for realizing intelligent household application. The device comprises an intelligent household gateway, a family control center and terminal agent equipment, wherein the intelligent household gateway is used for being connected with the terminal agent equipment to finish signaling transfer between the family control center and the terminal agent equipment and transmit the transferred signaling to the family control center or the terminal agent equipment; the family control center is used for executing an intelligent household control logic according to the received user command or the preallocated task, transmitting the command to local terminal equipment through the intelligent household gateway via the terminal agent equipment, and realizing an intelligent household service through the local terminal equipment; and the terminal agent equipment is used for connecting the local terminal equipment to allocate identifiers to the local terminal equipment and finishing underlying protocol transfer between the intelligent household gateway and the local terminal equipment. The invention can realize intelligent household application on the basis of uniformly controlling the terminal equipment.
Owner:GLOBAL INNOVATION AGGREGATORS LLC

Intelligent home information management system

The invention relates to an intelligent home information management system, which comprises a remote back-stage management center, a TCP/IP network system, a terminal system, a server and a local area network, wherein the terminal system comprises a terminal set and a terminal platform software system; the terminal set comprises a terminal master control module, a data packet module, a call module, a multimedia processing module, an audio and video coding and decoding module, an interface module, a terminal communication module, a driver processing module, a database and network file system application module, and an acquisition module; the remote back-stage management center comprises a master control module, a communication module, a database module, an upgrade processing module, a multimedia processing module, a magnetic card and safety management module, a management and alarm module, a call management module, a message module and a state detection module; and a multimedia integrated system master chip can realize the output of various paths of different signals. The intelligent home information management system has the advantages of high intelligent degree, high compatibility and expandability, and simple equipment operation.
Owner:深圳市麦格斯科技有限公司
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