"167754" . "0925-2312" . . . "1"^^ . . "[CA13256EA6AA]" . "sparsely coded neural network; auto-associative neural network; Hebb rule; dynamic synapses"@en . "1" . . "77" . "Neurocomputing" . "Stroffek, J." . "Short-Term Potentiation Effect on Pattern Recall in Sparsely Coded Neural Network" . . "RIV/68407700:21460/12:00186091" . "It has been shown in studies of biological synaptic plasticity that synaptic efficacy can change in a very short time window, compared to the time scale associated with typical neural events. This time scale is small enough to possibly have an effect on pattern recall processes in neural networks. We study properties of a neural network which uses a cyclic Hebb rule. Then we add the short term potentiation of synapses in the recall phase. We show that this approach preserves the ability of the network to recognize the patterns stored by the network and that the network does not respond to other patterns at the same time. We show that this approach dramatically increases the capacity of the network at the cost of a longer pattern recall process. We discuss that the network possesses two types of recall."@en . "10.1016/j.neucom.2011.08.021" . . . "NL - Nizozemsko" . . "Short-Term Potentiation Effect on Pattern Recall in Sparsely Coded Neural Network"@en . "It has been shown in studies of biological synaptic plasticity that synaptic efficacy can change in a very short time window, compared to the time scale associated with typical neural events. This time scale is small enough to possibly have an effect on pattern recall processes in neural networks. We study properties of a neural network which uses a cyclic Hebb rule. Then we add the short term potentiation of synapses in the recall phase. We show that this approach preserves the ability of the network to recognize the patterns stored by the network and that the network does not respond to other patterns at the same time. We show that this approach dramatically increases the capacity of the network at the cost of a longer pattern recall process. We discuss that the network possesses two types of recall." . "Short-Term Potentiation Effect on Pattern Recall in Sparsely Coded Neural Network"@en . "6"^^ . "Mar\u0161\u00E1lek, Petr" . "21460" . "000298206400011" . . . "Short-Term Potentiation Effect on Pattern Recall in Sparsely Coded Neural Network" . . . . . . . "Z(MSM0021620806), Z(MSM6840770012)" . "2"^^ . . . "RIV/68407700:21460/12:00186091!RIV13-MSM-21460___" .