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An alternative to the mean-square error (MSE) formulation of the learning curve that we sometimes find in the literature is the mean-square deviation (MSD) learning curve. Define the weight-error vector
Use the back-propagation algorithm for computing a set of synaptic weights and bias levels for a neural network structured as in Fig. 4.8 to solve the XOR problem. Assume th
Research professional associations and summarize one. Based on previous coursework on networking and/or new online research, locate at least two professional associations th
A Kenya-based chain of supermarkets has been having human resource management challenges relating to cultural differences. This has caused bad blood between the Kenyan retai
Write an essay of 1500--2000 words. "Labour education and employee development schemes provide the best hope for empowerment for workers and for the democratization of work.
Figure P4.1 shows a neural network involving a single hidden neuron for solving the XOR problem; this network may be viewed as an alternative to that considered in Section 4
The momentum constant α is normally assigned a positive value in the range 0 α ≤ 1. Investigate the difference that would be made in the behavior of Eq. (4.43) with respect
Explore the way in which the inclusion of the momentum constant α influences the learning process, with particular reference to the number of steps required for convergence
Write a reflection paper on the various types of positions and how they apply to your field. List three specific kinds of opportunities you could pursue to gain more experie
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