29 citations · 42 across the 10 of their papers we have counts for
Showing 2007Show all
2 papers · 1 filter
math.OC2007★ 2 cited
Adaptive classification of temporal signals in fixed-weights recurrent neural networks: an existence proof
Ivan Tyukin, Danil Prokhorov, Cees van Leeuwen
We address the important theoretical question why a recurrent neural network with fixed weights can adaptively classify time-varied signals in the presence of additive noise and pa…
cs.CV2007★ 29 cited
Invariant template matching in systems with spatiotemporal coding: a vote for instability
Ivan Tyukin, Tatiana Tyukina, Cees van Leeuwen
We consider the design of a pattern recognition that matches templates to images, both of which are spatially sampled and encoded as temporal sequences. The image is subject to a c…