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System and method for determining node functionality in artificial neural networks
System and method for determining node functionality in artificial neural networks
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机译:确定人工神经网络中节点功能的系统和方法
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摘要
A system for unwrapping an artificial neural network (ANN) to determine thetilization and functionality of the nodes uses a network generator for generating an initial ANN architecture. Training and pruning processors operate to generate minimal ANN architectures having increasingly lower levels of classification accuracy. A network analyzer uses an analysis controller to receive minimal ANN architectures from the pruning processor. A connection analyzer operates on the minimal ANN architectures to identify the inputs to the minimal ANN architecture and determine the information represented by and contained in the network inputs. A node analyzer, coupled to the connection analyzer, then defines the utilization and functionality of each node in the minimal ANN architecture in terms of known functions.
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