caa a22 4500 475801091 CHVBK 20180406123737.0 cr unu---uuuuu 170329e20000601xx s 000 0 eng 10.1023/A:1009611609606 doi (NATIONALLICENCE)springer-10.1023/A:1009611609606 Competitive and Temporal Inhibition Structures with Spiking Neurons [Elektronische Daten] [E. Ros, F. Pelayo, P. Martin-Smith, I. Rojas, D. Palomar, A. Prieto] The paper describes the implementation of competitive neural structures based on a spiking neural model that includes multiplicative or shunting synapses enabling non-saturated stable states in response to different stationary inputs as well as controllable transient responses. A VLSI-viable implementation of this model has been previously proposed and tested [1]. It has the possibility of modulating the output spike frequency by an additional input without affecting other neuron variables such as the membrane potential. This feature is exploited in the simulation of a Selective Temporal Inhibition network that is suitable for implementing attentional control systems. Kluwer Academic Publishers, 2000 spiking neurons nationallicence competitive processing nationallicence temporal inhibition nationallicence attentional control mechanisms nationallicence bio-inspired neural systems nationallicence Ros E. Department of Architecture and Computer Technology, University of Granada, Spain aut Pelayo F. Department of Architecture and Computer Technology, University of Granada, Spain aut Martin-Smith P. Department of Architecture and Computer Technology, University of Granada, Spain aut Rojas I. Department of Architecture and Computer Technology, University of Granada, Spain aut Palomar D. Department of Architecture and Computer Technology, University of Granada, Spain aut Prieto A. Department of Architecture and Computer Technology, University of Granada, Spain aut Neural Processing Letters Kluwer Academic Publishers 11/3(2000-06-01), 197-208 1370-4621 11:3<197 2000 11 11063 https://doi.org/10.1023/A:1009611609606 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1023/A:1009611609606 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Ros E. Department of Architecture and Computer Technology, University of Granada, Spain aut NATIONALLICENCE 700 1- Pelayo F. Department of Architecture and Computer Technology, University of Granada, Spain aut NATIONALLICENCE 700 1- Martin-Smith P. Department of Architecture and Computer Technology, University of Granada, Spain aut NATIONALLICENCE 700 1- Rojas I. Department of Architecture and Computer Technology, University of Granada, Spain aut NATIONALLICENCE 700 1- Palomar D. Department of Architecture and Computer Technology, University of Granada, Spain aut NATIONALLICENCE 700 1- Prieto A. Department of Architecture and Computer Technology, University of Granada, Spain aut NATIONALLICENCE 773 0- Neural Processing Letters Kluwer Academic Publishers 11/3(2000-06-01), 197-208 1370-4621 11:3<197 2000 11 11063 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer