PUB - Publikationen an der Universität Bielefeld

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• [10]
  

  2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2993060

  A Spike Vision Approach for Multi-object Detection and Generating Dataset Using Multi-core Architecture on Edge Device
  Sanaullah S, Koravuna S, Rückert U, Jungeblut T (2024)
  In: Engineering Applications of Neural Networks, EANN 2024. Communications in Computer and Information Science, 2141. Cham: Springer : 317-328.

  PUB | DOI | WoS
   
• [9]
  

  2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982809

  Streamlined Training of GCN for Node Classification with Automatic Loss Function and Optimizer Selection
  Ullah S, Koravuna S, Rückert U, Jungeblut T (2023)
  In: Engineering Applications of Neural Networks. 24th International Conference, EAAAI/EANN 2023, León, Spain, June 14–17, 2023, Proceedings. Iliadis L, Maglogiannis I, Alonso S, Jayne C, Pimenidis E (Eds); Communications in Computer and Information Science. Cham: Springer Nature Switzerland: 191-202.

  PUB | DOI | WoS
   
• [8]
  

  2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982807

  Exploring spiking neural networks: a comprehensive analysis of mathematical models and applications
  Ullah S, Koravuna S, Rückert U, Jungeblut T (2023)
  Frontiers in Computational Neuroscience 17.

  PUB | PDF | DOI | WoS | PubMed | Europe PMC
   
• [7]
  

  2023 | Konferenzbeitrag | Angenommen | PUB-ID: 2985188

  A Novel Spike Vision Approach for Robust Multi-Object Detection using SNNs
  Ullah S, Koravuna S, Rückert U, Jungeblut T (Accepted)
  Presented at the Novel Trends in Data Science 2023, Congressi Stefano Franscini at Monte Verità in Ticino, Switzerland.

  PUB | DOI | Download (ext.) | Preprint
   
• [6]
  

  2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982808

  Evaluation of Spiking Neural Nets-Based Image Classification Using the Runtime Simulator RAVSim
  Ullah S, Koravuna S, Rückert U, Jungeblut T (2023)
  International Journal of Neural Systems 33(09): 2350044.

  PUB | DOI | WoS | PubMed | Europe PMC
   
• [5]
  

  2023 | Kurzbeitrag Konferenz / Poster | PUB-ID: 2982810

  Evaluating Spiking Neural Network Models: A Comparative Performance Analysis
  Ullah S, Koravuna S, Rückert U, Jungeblut T (2023) .

  PUB | DOI
   
• [4]
  

  2023 | Kurzbeitrag Konferenz / Poster | PUB-ID: 2982811

  Design-Space Exploration of SNN Models using Application-Specific Multi-Core Architectures
  Ullah S, Koravuna S, Rückert U, Jungeblut T (2023) .

  PUB | DOI
   
• [3]
  

  2022 | Kurzbeitrag Konferenz / Poster | PUB-ID: 2982814

  Real-Time Resource Efficient Simulator for SNNs-based Model Experimentation
  Ullah S, Koravuna S, Jungeblut T, Rückert U (2022) .

  PUB | DOI
   
• [2]
  

  2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2979461

  SNNs Model Analyzing and Visualizing Experimentation Using RAVSim
  Ullah S, Koravuna S, Rückert U, Jungeblut T (2022)
  In: Engineering Applications of Neural Networks. 23rd International Conference, EAAAI/EANN 2022, Chersonissos, Crete, Greece, June 17–20, 2022, Proceedings. Iliadis L, Jayne C, Tefas A, Pimenidis E (Eds); Communications in Computer and Information Science. Cham: Springer International Publishing: 40-51.

  PUB | DOI | Download (ext.)
   
• [1]
  

  2022 | Preprint | PUB-ID: 2982804

  NireHApS: Neuro-Inspired and Resource-Efficient Hardware-Architectures for Plastic SNNs
  Ullah S, Koravuna S, Jungeblut T, Rückert U (2022) .

  PUB | DOI