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- Siva Prasad Raju Bairaju, Rama Murthy Garimella, Ayush Jha, Anil Rayala
- 2017 IEEE 7th International Advance Computing…
- 2017

In this research paper several interesting themes related to Hopfield network are explored and concrete results are derived. For instance, convergence in partial parallel mode of operation, convergence when synaptic weight matrix, W is row diagonally dominant case. Also, structured recurrent Hopfield network with companion matrix as W is studied. The… (More)

- Garimella Rama Murthy, Sai Dileep Munugoti, Anil Rayala
- ICONIP
- 2015

In this research paper, a novel Convolutional Associative Memory is proposed. In the proposed model, Synapse of each neuron is modeled as a Linear FIR filter. The dynamics of Convolutional Associative Memory is discussed. A new method called SubSampling is given. Proof of convergence theorem is discussed. An example depicting the convergence is shown.… (More)

- Garimella Rama Murthy, Anil Rayala
- IWANN
- 2017

- Garimella Rama Murthy, Anil Rayala, Sai Dileep Munugoti
- 2016 International Joint Conference on Neural…
- 2016

In this research paper, Complex Recurrent Hopfield Networks are introduced. Dynamics of a Structured Complex Recurrent Hopfield Network whose synaptic weight matrix is skew Hermitian is studied. It is proved that such a network when operated in parallel mode leads to a cycle of length 4. Two new types of complex matrices known as Braided Hermitian and… (More)

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