论文信息 - The Aspirin/Migraines Software Package

The Aspirin/Migraines Software Package

This chapter describes the Aspirin/MIGRAINES 6.0 software package for simulating backpropagation-style neural networks, available for free from The MITRE Corporation. This software takes a user’s high-level description of a neural network and generates a high-performance C code implementation. The system also contains an interface to visualization tools, allowing the parameters and values of the resulting networks to be displayed graphically or processed by subsequent systems. In addition, a simple set of numerical analysis tools is included.

Russell Leighton | Alexis P. Wieland

[1] R. Fisher. THE USE OF MULTIPLE MEASUREMENTS IN TAXONOMIC PROBLEMS , 1936 .

[2] Sebastian Thrun,et al. The MONK''s Problems-A Performance Comparison of Different Learning Algorithms, CMU-CS-91-197, Sch , 1991 .

[3] Jeffrey L. Elman,et al. Finding Structure in Time , 1990, Cogn. Sci..

[4] Terrence J. Sejnowski,et al. Parallel Networks that Learn to Pronounce English Text , 1987, Complex Syst..

[5] Geoffrey E. Hinton,et al. Learning internal representations by error propagation , 1986 .

[6] K. Lang,et al. Learning to tell two spirals apart , 1988 .

[7] Terrence J. Sejnowski,et al. Analysis of hidden units in a layered network trained to classify sonar targets , 1988, Neural Networks.

[8] R. R. Leighton,et al. The autoregressive backpropagation algorithm , 1991, IJCNN-91-Seattle International Joint Conference on Neural Networks.