Architectural Bias in Recurrent Neural Networks: Fractal Analysis

By Peter Tino, Barbara Hammer. 2002

36 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Molecular Biology

How researchers see this paper

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

In Artificial Intelligence

1. Henrik Jacobsson
2. Rafal Weron
3. Marko Robnik-Sikonja
4. Igor Kononenko

In Molecular Biology

1. Henrik Jacobsson

Citations in the corpus

• Rule Extraction from Recurrent Neural Networks: ATaxonomy and Review (2005, methodology): “An algorithm for extraction of stochastic machines from RNNs was proposed by Tiňo and Vojtek (1998). These extracted machines were, however, not equivalent to the stochastic machines as defined by Paz (1971) and Rabin (1963) in that the conditional probability of the output given the state transitio”