Thomas Natschläger - researchr alias

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Viewing Publication 1 - 42 from 42

2021

An Approach for Ranking Feature-based Clustering Methods and its Application in Multi-System Infrastructure MonitoringAndreas Schörgenhumer, Thomas Natschläger, Paul Grünbacher, Mario Kahlhofer, Peter Chalupar, Hanspeter Mössenböck. euromicro 2021: 178-187 [doi]

2020

Multi-source transfer learning of time series in cyclical manufacturingWerner Zellinger, Thomas Grubinger, Michael Zwick, Edwin Lughofer, Holger Schöner, Thomas Natschläger, Susanne Saminger-Platz. jim, 31(3):777-787, 2020. [doi]

2019

A Demand-Response Framework in Balance Groups through Direct Battery-Storage ControlGeorgios C. Chasparis, Mario Pichler, Thomas Natschläger. eucc 2019: 1392-1397 [doi]

Robust unsupervised domain adaptation for neural networks via moment alignmentWerner Zellinger, Bernhard Alois Moser, Thomas Grubinger, Edwin Lughofer, Thomas Natschläger, Susanne Saminger-Platz. isci, 483:174-191, 2019. [doi]

2018

2017

2016

Online transfer learning for climate control in residential buildingsThomas Grubinger, Georgios C. Chasparis, Thomas Natschläger. eucc 2016: 1183-1188 [doi]

2015

Domain Generalization Based on Transfer Component AnalysisThomas Grubinger, Adriana Birlutiu, Holger Schöner, Thomas Natschläger, Tom Heskes. iwann 2015: 325-334 [doi]

Framework for Fast Prototyping of Energy-Saving ControllersJorge Martínez Gil, Georgios C. Chasparis, Andreas Bögl, Christa Illibauer, Bernhard Freudenthaler, Thomas Natschläger. dexaw 2015: 68-72 [doi]

2014

2013

On the Relevance of Graphical Causal Models for Failure Detection for Industrial MachineryAndreea-Hilda Kosorus, Mariya Zhariy, Thomas Natschläger, Bernhard Freudenthaler, Josef Küng. eurocast 2013: 174-181 [doi]

Modeling User Behavior through Electricity Consumption PatternsJorge Martínez Gil, Bernhard Freudenthaler, Thomas Natschläger. dexaw 2013: 204-208 [doi]

2011

Applying Heuristic Approaches for Predicting Defect-Prone Software ComponentsRudolf Ramler, Thomas Natschläger. eurocast 2012: 384-391 [doi]

2010

The usual suspects: a case study on delivered defects per developerRudolf Ramler, Claus Klammer, Thomas Natschläger. esem 2010: [doi]

2009

PCSIM: a parallel simulation environment for neural circuits fully integrated with PythonDejan Pecevski, Thomas Natschläger, Klaus Schuch. fini, 2009:11, 2009. [doi]

Key Questions in Building Defect Prediction Models in PracticeRudolf Ramler, Klaus Wolfmaier, Erwin Stauder, Felix Kossak, Thomas Natschläger. PROFES 2009: 14-27 [doi]

2007

2005

Dynamics of information and emergent computation in generic neural microcircuit modelsThomas Natschläger, Wolfgang Maass. NN, 18(10):1301-1308, 2005. [doi]

2004

At the Edge of Chaos: Real-time Computations and Self-Organized Criticality in Recurrent Neural NetworksNils Bertschinger, Thomas Natschläger, Robert A. Legenstein. nips 2004: 145-152 [doi]

Real-Time Computation at the Edge of Chaos in Recurrent Neural NetworksNils Bertschinger, Thomas Natschläger. neco, 16(7):1413-1436, 2004. [doi]

Extracting knowledge and computable models from data - needs, expectations, and experienceThomas Natschläger, Felix Kossak, Mario Drobics. fuzzIEEE 2004: 493-498 [doi]

2003

Information Dynamics and Emergent Computation in Recurrent Circuits of Spiking NeuronsThomas Natschläger, Wolfgang Maass. nips 2004: 1255-1262 [doi]

2002

A Model for Real-Time Computation in Generic Neural MicrocircuitsWolfgang Maass, Thomas Natschläger, Henry Markram. nips 2003: 213-220 [doi]

Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on PerturbationsWolfgang Maass, Thomas Natschläger, Henry Markram. neco, 14(11):2531-2560, 2002. [doi]

Spiking neurons and the induction of finite state machinesThomas Natschläger, Wolfgang Maass. TCS, 287(1):251-265, 2002.

2001

Computing the Optimally Fitted Spike Train for a SynapseThomas Natschläger, Wolfgang Maass. neco, 13(11):2477-2494, 2001. [doi]

2000

A Model for Fast Analog Computation Based on Unreliable SynapsesWolfgang Maass, Thomas Natschläger. neco, 12(7):1679-1704, 2000.

Finding the Key to a SynapseThomas Natschläger, Wolfgang Maass. nips 2001: 138-144

Processing of Time Series by Neural Circuits with Biologically Realistic Synaptic DynamicsThomas Natschläger, Wolfgang Maass, Eduardo D. Sontag, Anthony M. Zador. nips 2001: 145-151

1999

Fast analog computation in networks of spiking neurons using unreliable synapsesThomas Natschläger, Wolfgang Maass. esann 1999: 417-422 [doi]

Pattern analysis with spiking neurons using delay codingThomas Natschläger, Berthold Ruf. ijon, 26-27:463-469, 1999. [doi]

1996

Erratum: Exact VC-Dimension of Boolean MonomialsThomas Natschläger, Michael Schmitt. ipl, 60(2):107, 1996. [doi]

Exact VC-Dimension of Boolean MonomialsThomas Natschläger, Michael Schmitt. ipl, 59(1):19-20, 1996. [doi]

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