49 citations · 127 across the 28 of their papers we have counts for
Showing 2004Show all
3 papers · 1 filter
cs.LG2004★ 1 cited
L1 regularization is better than L2 for learning and predicting chaotic systems
Z. Szabo, A. Lorincz
Emergent behaviors are in the focus of recent research interest. It is then of considerable importance to investigate what optimizations suit the learning and prediction of chaotic…
cs.AI2004
Applying Policy Iteration for Training Recurrent Neural Networks
I. Szita, A. Lorincz
Recurrent neural networks are often used for learning time-series data. Based on a few assumptions we model this learning task as a minimization problem of a nonlinear least-square…
q-bio.NC2004
Intelligent encoding and economical communication in the visual stream
Andras Lorincz
The theory of computational complexity is used to underpin a recent model of neocortical sensory processing. We argue that encoding into reconstruction networks is appealing for co…