Thomas Natschlaeger

Address for Correspondence: (2008)

Wolfgang Maass, Thomas Natschläger, Henry Markram, Wolfgang Maass, Thomas Natschlaeger, ...

A key challenge for neural modeling is to explain how a continuous stream of multi-modal input from a rapidly changing environment can be processed by stereotypical recurrent circuits of...

Address for Correspondence: (2008)

Wolfgang Maass, Thomas Natschläger, Henry Markram, Wolfgang Maass, Thomas Natschlaeger, ...

A key challenge for neural modeling is to explain how a continuous stream of multi-modal input from a rapidly changing environment can be processed by stereotypical recurrent circuits of...

At the Edge of Chaos: Real-time Computations and self-organized Criticality in Recurrent Neural Networks (2005)

Natschlaeger, Thomas, Bertschinger, Nils, Legenstein, Robert

In this paper we analyze the relationship between the computational capabilities of randomly connected networks of threshold gates in the timeseries domain and their dynamical properties. In...

Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Pertubations (2001)

Thomas Natschläger, Thomas Natschlaeger, Henry Markram, Henry Markram, Wolfgang Maass, Wolfgang Maass, ...

this article show that on the basis of this new paradigm one can now train a stereotypical recurrent network of integrate-and-fire neurons to carry out basically any real-time computation on spike...