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cs.AI2026
New Synchronous Computation Dynamics for Hopfield Networks
Francisco Requena-Domínguez, Rafaela Benítez-Rochel, Ezequiel López-Rubio
The dynamics of the original Hopfield network is asynchronous (sequential) (updates the state of only one neuron per time step). In this paper, we propose a new tool and a new dyna…
cs.AI2025
Representation of the structure of graphs by sequences of instructions
Ezequiel Lopez-Rubio
The representation of graphs is commonly based on the adjacency matrix concept. This formulation is the foundation of most algebraic and computational approaches to graph processin…