Brain-like coprocessor based on neuromorphic circuit

Abstract

The invention provides a brain-like coprocessor based on a neuromorphic circuit. The brain-like coprocessor comprises a storage module storing training characteristic information, a processing module of the neuromorphic circuit based on a hierarchical structure, an encoder and a decoder which are respectively connected with the input end and the output end of the processing module, and a comparison module which is respectively connected with the output end of the storage module and the output end of the decoder. The storage module of the brain-like coprocessor comprises a training characteristic database and / or a configurable training characteristic database. The processing module comprises a solidification function network module and / or a configurable function network module and has a quite good expansion capability. According to the invention, the brain-like coprocessor employs a distributed storage and parallel cooperative processing mode, is especially suitable for processing non-formal problems and unstructured information and can also process formal problems and structured information, such that the speed of a computer in processing such problems as brain-like calculation, artificial intelligence and the like is substantially accelerated, the energy consumption is reduced, the fault tolerance capability is greatly improved, the programming complexity is reduced, and the computer performance is enhanced.

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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Problems solved by technology

[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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