Integrating Modularity and Reconfigurability for Perfect Implementation of Neural Networks ( Artificial Neural Networks - Architectures and Applications )

Publication series ： Artificial Neural Networks - Architectures and Applications

Author： Hazem M. El-Bakry  

Publisher： IntechOpen‎

Publication year： 2013

E-ISBN: INT0340953021

P-ISBN(Paperback): 9789535109358

P-ISBN(Hardback):  9789535109358

Subject： TP3 Computers

Keyword： 计算技术、计算机技术

Language： ENG

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Integrating Modularity and Reconfigurability for Perfect Implementation of Neural Networks

Chapter

Integrating Modularity and Reconfigurability for Perfect Implementation of Neural Networks

1. Introduction

2. Complexity reduction using modular neural networks

2.1. A simple implementation for XOR problem

2.2. Implementation of logic functions by using MNNs

3. Implementation of 2-bits digital multiplier by using MNNs

4. Hardware implementation of MNNs by using reconfigurable circuits

4.1. Implementation of artificial neuron

4.2. Reconfigurability

5. Design arithmetic and logic unit by using reconfigurable neural networks

5.1. Implementation of full adder/full subtractor by using neural networks

5.2. Hardware implementation of 2-bit digital multiplier

5.3. Hardware implementation of 2-bit digital divider

6. Conclusion

Author details

References

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