Title :
Live demonstration: State-dependent sensory processing in networks of VLSI spiking neurons
Author :
Neftci, Emre ; Chicca, Elisabetta ; Cook, Matthew ; Indiveri, Giacomo ; Douglas, Rodney
Author_Institution :
Inst. of Neuroinf., Univ. of Zurich, Zurich, Switzerland
fDate :
May 30 2010-June 2 2010
Abstract :
This demonstration will show a distributed VLSI neuromorphic system implementing the soft Winner-Take-All (WTA) operation using spiking neurons. It also shows how recurrently connected instances of them can have persistent activity states, which can used for state-dependent computation. The live demonstration of this network will show that the position of a localized stimulus can be tracked and remembered along a trajectory initially encoded in the system. The visitors will experience the real-time, fast state-dependent processing of the sensory input occurring in the network.
Keywords :
VLSI; neural nets; VLSI spiking neuron; WTA operation; distributed VLSI neuromorphic system; soft winner-take-all operation; state-dependent sensory processing; Computer displays; Computer vision; Neuromorphics; Neurons; Oscilloscopes; Portable computers; Sensor systems; Timing; Trajectory; Very large scale integration;
Conference_Titel :
Circuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium on
Conference_Location :
Paris
Print_ISBN :
978-1-4244-5308-5
Electronic_ISBN :
978-1-4244-5309-2
DOI :
10.1109/ISCAS.2010.5537006