# Browse Dept. of Computer Science by Author "Qian, Minglun"

• (2005-04)
In this thesis, we propose a recurrent FIR neural network, develop a constrained formulation for neural network learning, study an e_cient violation guided backpropagation algorithm for solving the constrained formulation ...

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• (2005)
When using a constrained formulation along with violation guided backpropagation to neural network learning for near noiseless time-series benchmarks, we achieve much improved prediction performance as compared to that of ...

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