Title :
Thalamic dis-inhibition strengthens the retinal inhibitory surrounds at the lateral geniculate nucleus
Author :
Shirazi, Mehdi N.
Author_Institution :
Fac. of Inf. Sci., Osaka Inst. of Technol., Japan
Abstract :
A computational theoretic approach is adopted to show that the thalamic dis-inhibitory pathway of an alert cat strengthen the retinal ganglion cells´ inhibitory surrounds at the dorsal lateral geniculate nucleus. First, a criterion is introduced to evaluate the sharpness of a two-dimensional activity pattern of cells residing at a rectangular lattice. Then, a parallel iterative algorithm is introduced as the computational mechanism of the dLGN circuitry. Probed by an activity pattern, the algorithm evolves in order to maximize the sharpness criterion. Finally, a modular neural network compatible with the known circuitry of the cat´s thalamic dis-inhibitory pathway is introduced to implement the algorithm.
Keywords :
iterative methods; neurophysiology; parallel algorithms; physiological models; recurrent neural nets; vision; lateral geniculate nucleus; modular neural network; parallel iterative algorithm; recurrent neural network; retinal ganglion cells; retinal inhibitory surrounds; sharpness; thalamic dis-inhibitory pathway; Circuits; Concurrent computing; Feedback; Information science; Iterative algorithms; Lattices; Nerve fibers; Neural networks; Relays; Retina;
Conference_Titel :
Neural Information Processing, 2002. ICONIP '02. Proceedings of the 9th International Conference on
Print_ISBN :
981-04-7524-1
DOI :
10.1109/ICONIP.2002.1202816