A Brain-Inspired Coprocessor Based on Neuromorphic Circuits
A coprocessor and neuromorphic technology, applied in the computer field, can solve problems such as difficult to solve informal problems, unstructured information, etc., to achieve the effect of improving speed, improving processing speed, and simplifying programming
Active Publication Date: 2018-02-13
LYNXI TECH CO LTD
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[0008] In order to overcome the drawbacks that traditional computers are difficult to solve informal problems and / or unstructured information, the present invention proposes a brain-like coprocessor based on neuromorphic circuits
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[0096] The specific embodiments of the present invention will be further described in detail below in conjunction with the accompanying drawings.
[0097] Such as figure 1 as shown, figure 1 It is a structural block diagram of a brain-inspired coprocessor; in this embodiment, a brain-inspired coprocessor provided includes a storage module, a processing module and a data interface. The processing module of the circuit; the storage module is a storage module for storing training feature information; the brain-like coprocessor also includes a decoder, an encoder and a comparison module; the encoder and the decoder are respectively connected to the input and output of the processing module , the comparison module is connected with the storage module and the output end of the decoder.
[0098] The data interface includes an information exchange interface interacting with the data bus, an expansion interface connected with other brain-inspired coprocessors with the same structure ...
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The present invention provides a neuromorphic circuit-based brain-inspired coprocessor, the brain-inspired coprocessor includes a storage module for storing training feature information, a processing module based on a hierarchically structured neuromorphic circuit, and an input terminal and an input terminal of the processing module, respectively. An encoder and a decoder connected to the output end, and a comparison module respectively connected to the output end of the storage module and the decoder. The storage module of the brain-inspired coprocessor includes a training feature library and / or a configurable training feature library, and the processing module includes a solidified functional network module and / or a configurable functional network module, which has good scalability. The brain-inspired coprocessor adopts the method of distributed storage and parallel cooperative processing, which is especially suitable for dealing with non-formal problems and unstructured information, and can also deal with formal problems and structured information, which greatly speeds up the processing of brain-inspired computing by computers. , artificial intelligence and other problems, reduce energy consumption, greatly improve fault tolerance, reduce programming complexity, and improve computer performance.
Description
technical field [0001] The invention relates to a device in the computer field, in particular to a brain-inspired coprocessor based on a neuromorphic circuit. Background technique [0002] Since von Neumann proposed the use of binary and program storage computer architectures in the 1940s, computers have relied on the continuous improvement of electronic technology and Moore's Law to continue to miniaturize computers and develop at a high speed until today. Relying on the sequential execution of predefined codes and the continuous transfer of data between the memory and the processor via the bus, the computer has powerful numerical processing capabilities. On this basis, people have developed various large-scale software with complex functions, which are widely used in various fields such as military affairs, economy, education and scientific research. The development and progress of science and technology in today's world are inseparable from computers. [0003] The vigoro...
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IPC IPC(8): G06N3/00
Inventor 裴京邓磊张子阳潘龙法施路平
Owner LYNXI TECH CO LTD