12 citations · 22 across the 13 of their papers we have counts for
3 papers · 1 filter
Synthesis of Hopfield Neural Network: Novel Results
Garimella Rama Murthy
Using the logical basis of synthesizing Hopfield Neural Network with desired corners of hypercube as stable states (proposed in [1]), it is proved that more corners of hypercube ca…
Novel Complex-Valued Hopfield Neural Networks with Phase and Magnitude Quantization
Garimella Ramamurthy, Marcos Eduardo Valle, Tata Jagannadha Swamy
This research paper introduces two novel complex-valued Hopfield neural networks (CvHNNs) that incorporate phase and magnitude quantization. The first CvHNN employs a ceiling-type…
On the Dynamics of a Recurrent Hopfield Network
Rama Garimella, Berkay Kicanaoglu, Moncef Gabbouj
In this research paper novel real/complex valued recurrent Hopfield Neural Network (RHNN) is proposed. The method of synthesizing the energy landscape of such a network and the exp…