Unsupervised learning in noise

By Bart Kosko. 1990

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Guilherme de Alencar Barreto
2. Aluizio Fausto Ribeiro Araujo
3. Helge J. Ritter
4. Luiza Mici
5. German Ignacio Parisi

Citations in the corpus

• Deep learning in neural networks: An overview (2014, neutral): “…Barrow, 1987; Deco & Parra, 1997; Field, 1987; Földiák, 1990; Földiák & Young, 1995; Grossberg, 1976a, 1976b; Hebb, 1949; Kohonen, 1972, 1982, 1988; Kosko, 1990; Martinetz, Ritter, & Schulten, 1990; Miller, 1994; Mozer, 1991; Oja, 1989; Palm, 1992; Pearlmutter &Hinton, 1986; Ritter & Kohonen,…”
• Self-Organizing Feature Maps for Modeling and Control of Robotic Manipulators (2003, background): “Kosko (1990) has proved that competitive learning models are structurally stable, i.e., their qualitative dynamic behaviors are insensitive to small perturbations (e.g., noise).”