Ioannis Iossifidis

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Publications

By jannis on August 19, 2020
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  • iossifidis Lab at the Bernstein Conference 2022 September 14, 2022
    Iossifidis Lab is participating with 5 publications at the Bernstein Conference 2022 in Berlin. Meet us from 14.09 to 16.09.2022 at the TU Berlin “Reinforcement Learning: Parameterizations for Distributional Continuous Control”, Felix Grün, Muhammed Saif-ur-Rehman and Ioannis Iossifidis “Closed-loop adaptation of brain-machine interfaces using error-related potentials and reinforcement learning“, Aline Xavier Fidencio, Christian Klaes and […]
    jannis
  • Master Project: Transfer Learning for Sentiment Analysis using CNN May 12, 2022
    Master Student project at Ruhr West University of Applied Sciences. Students Ivan Cedric Mabou and Franck Wafo Supervision M. Sc. Stephan Lehmler Project site https://gitlab.hs-ruhrwest.de/ This study focused on the application of Transfer Learning (TL) to Sentiment Analysis (SA) using pre-trained word embeddings, as well as the transfer of different neural layers. We investigated and […]
    jannis
  • iLab Workshop on Feature Selection, Analysis and Classification (May, 2, 2022) May 2, 2022
    The Workshop would consist of short presentations (10-20 minutes) on related topics followed by group discussion. In preparation for that we should all prepare by researching some part(s) of that topics listed below: time domain features frequency domain features statistical features dimensionality reduction / feature learning feature selection methods (moments, cumulants, zero crossings, …) hardware […]
    jannis
  • IEEE-Prime: Development of a Scalable Analog Front-End for Brain-Computer Interfaces (accepted) February 26, 2022
    Sebastian Doliwa∗, Andreas Erbsl ̈oh†, Karsten Seidl†‡ and Ioannis Iossifidis∗∗University of Applied Science Ruhr-West, Institute for Computer Science, Mülheim an der Ruhr, Germany†University of Duisburg-Essen, Electronic Components and Circuits, Duisburg, Germany‡Fraunhofer Institute for Microelectronic Circuits and Systems, Duisburg, Germany In the context of the development of an implantable embedded system interfacing brain activity and enabling […]
    jannis
  • BioRob2022: Biologically Inspired Model for Timed Motion in Robotic Systems February 24, 2022
    Sebastian Doliwa and Muhammad Ayaz Hussain and Tim Sziburis and Ioannis Iossifidis Timing plays a vital role in the generation of naturalistic behavior satisfying all constraints arising from interacting with a dynamic environment while adapting the planning and execution of action sequences on-line.In biological systems, many of the physiological and anatomical functions follow a particular […]
    jannis
  • Pallets Detection and position tracking for automated guided vehicles January 20, 2022
    Bachelorarbeitsthema Significance of the proposed Master thesis The use of autonomous vehicles is vital in the manufacturing and distribution operations. The automated guided vehicles (AGVs) provide reliable and efficient product handling in several industrial applications. Goals of the proposed Master thesis In this Master thesis, we are aiming a deep learning-based solution for pallet detection […]
    Muhammad Saif-Ur-Rehman

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