Novel Biologically Inspired Approaches to Extracting Online Information from Temporal Data

Binary- and Multi-class Group Sparse Canonical Correlation Analysis for Feature Extraction and Classification

(2012) Zhao Zhang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Incremental Slow Feature Analysis: Adaptive Low-Complexity Slow Feature Updating from High-Dimensional Input Streams

(2012) Varun Raj Kompella et al.   NEURAL COMPUTATION

Learning slow features with reservoir computing for biologically-inspired robot localization

(2011) Eric Antonelo et al.   NEURAL NETWORKS

ERP evidence for distinct mechanisms of fast and slow visual perceptual learning

(2010) Zhe Qu et al.   NEUROPSYCHOLOGIA

Reinforcement Learning on Slow Features of High-Dimensional Input Streams

(2010) Robert Legenstein et al.   PLoS Computational Biology

Intelligence in the brain: A theory of how it works and how to build it

(2009) Paul J. Werbos   NEURAL NETWORKS