2015 · 11 citations · 5 references
EngineeringComputer SystemsNeural EngineeringPattern FormationSynaptic PlasticityAutomata TheoryCellular AutomataImage ProcessingMemristive MaterialsBelief PropagationMemristive CircuitsMemristive MemoryNeuromorphic DevicesNeuromorphic Hardware
The development of neuromorphic systems has increased in pace in the past years since the birth of industrial samples of memristors. In addition to developing the general technology, a strong interest in generating new applications for memristive systems is emerging. In this paper we present a Cellular Automata (CA) that works exploiting the Belief Propagation Inspired (BPI) algorithm. To foster and to prove the the equivalence among the two systems a image processing example is introduced.
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Memristor-The missing circuit element
Leon O. Chua · IEEE Transactions on Circuit Theory · 1971 · 10K citations
Universality and complexity in cellular automata
Stephen Wolfram · Physica D Nonlinear Phenomena · 1984 · 1.9K citations
Computing, Mathematics, Algorithms +11
Efficient supervised learning in networks with binary synapses
Carlo Baldassi, Alfredo Braunstein, Nicolas Brunel et al. · BMC Neuroscience · 2007 · 25 citations · Full text