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» Lattice Neural Networks with Spike Trains
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IJCNN
2007
IEEE
15 years 3 months ago
Compact hardware for real-time speech recognition using a Liquid State Machine
Abstract— Hardware implementations of Spiking Neural Networks are numerous because they are well suited for implementation in digital and analog hardware, and outperform classic ...
Benjamin Schrauwen, Michiel D'Haene, David Verstra...
IWANN
2011
Springer
14 years 14 days ago
Isometric Coding of Spiking Haptic Signals by Peripheral Somatosensory Neurons
Abstract. We study how primary tactile afferents encode relevant contact features to mediate early processing of haptic information. In this paper, we apply metrical information t...
Romain Brasselet, Roland S. Johansson, Angelo Arle...
NN
2002
Springer
114views Neural Networks» more  NN 2002»
14 years 9 months ago
Synapses as dynamic memory buffers
This article throws new light on the possible role of synapses in information transmission through theoretical analysis and computer simulations. We show that the internal dynamic...
Wolfgang Maass, Henry Markram
63
Voted
ICANN
2009
Springer
15 years 2 months ago
How Bursts Shape the STDP Curve in the Presence/Absence of GABAergic Inhibition
It has been known for some time that the synapses of the CA1 pyramidal cells are surprisingly unreliable at signalling the arrival of single spikes to the postsynaptic neuron [2]. ...
Vassilis Cutsuridis, Stuart Cobb, Bruce P. Graham
ICES
2003
Springer
111views Hardware» more  ICES 2003»
15 years 2 months ago
Spiking Neural Networks for Reconfigurable POEtic Tissue
Abstract. Vertebrate and most invertebrate organisms interact with their environment through processes of adaptation and learning. Such processes are generally controlled by comple...
Jan Eriksson, Oriol Torres, Andrew Mitchell, Gayle...