ALF -- A Fitness-Based Artificial Life Form for Evolving Large-Scale Neural Networks

no code implementations • 16 Apr 2021 • Rune Krauss, Marcel Merten, Mirco Bockholt, Rolf Drechsler

Machine Learning (ML) is becoming increasingly important in daily life.

Artificial Life Semantic Similarity +1

Pick the Right Edge Device: Towards Power and Performance Estimation of CUDA-based CNNs on GPGPUs

no code implementations • 2 Feb 2021 • Christopher A. Metz, Mehran Goli, Rolf Drechsler

The emergence of Machine Learning (ML) as a powerful technique has been helping nearly all fields of business to increase operational efficiency or to develop new value propositions.

Decision Making

fiction: An Open Source Framework for the Design of Field-coupled Nanocomputing Circuits

3 code implementations • 7 May 2019 • Marcel Walter, Robert Wille, Frank Sill Torres, Daniel Große, Rolf Drechsler

As a class of emerging post-CMOS technologies, Field-coupled Nanocomputing (FCN) devices promise computation with tremendously low energy dissipation.

Emerging Technologies

iTac: Aspect Based Sentiment Analysis using Sentiment Trees and Dictionaries

no code implementations • SEMEVAL 2014 • Fritjof Bornebusch, Glaucia Cancino, Melanie Diepenbeck, Rolf Drechsler, Smith Djomkam, Alvine Nzeungang Fanseu, Maryam Jalali, Marc Michael, Jamal Mohsen, Max Nitze, Christina Plump, Mathias Soeken, Fred Tchambo, {Toni}, Henning Ziegler

Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)