@InProceedings{AgnesEricBrun:2010:MoArPa,
               author = "Agnes, Everton and Erichsen, Rubem and Brunnet, Leonardo",
                title = "Model architecture for pattern recognition and discrimination in a 
                         neural network of spiking neurons",
            booktitle = "Proceedings...",
                 year = "2010",
               editor = "Macau, Elbert Einstein Nehrer and Turci, Luiz Felipe Ramos and 
                         Martins Filho, Luiz Siqueira",
         organization = "Dynamics Days South America 2010. - International conference on 
                         chaos and nonlinear dynamics.",
            publisher = "Instituto Nacional de Pesquisas Espaciais (INPE)",
              address = "S{\~a}o Jos{\'e} dos Campos",
             keywords = "Neuronal dynamics, complex networks, time series analysis, 
                         collective phenomena.",
             abstract = "A synaptic connectivity model is assembled on a spiking neurons 
                         network aiming to build up a dynamic pattern recognition system. 
                         The connection architecture includes gap junctions and both 
                         inhibitory and excitatory chemical synapses based on Hebb 
                         hypothesis. The network evolution resulting from external stimulus 
                         is sampled in a properly defined frequency space. Neurons 
                         responses to different current injections are mapped onto a 
                         subspace using Principal Component Analysis. Departing from the 
                         base fixed point, related to a quiescent state, different external 
                         stimuli drive the network to specific trajectories in this 
                         subspace.",
  conference-location = "S{\~a}o Jos{\'e} dos Campos",
      conference-year = "July 26-30, 2010",
             language = "en",
         organisation = "Instituto Nacional de Pesquisas Espaciais (INPE)",
                  ibi = "8JMKD3MGP7W/386JB7P",
                  url = "http://urlib.net/ibi/8JMKD3MGP7W/386JB7P",
           targetfile = "69708.pdf_m=69708\&fi=0\&f=69708.pdf",
        urlaccessdate = "13 maio 2024"
}