Logarithm-Approximate Floating-Point Multiplier for Hardware-efficient Inference in Probabilistic Circuits

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• Active

  SUSTAIN: Smart Building Sensitive To Daily Sentiment

  Sigg, S. (Principal investigator)

  01/10/2022 → 31/03/2026

  Project: EU_HEFWP

  • Hardware 100%
  • Models 100%
  • Floating Point 100%
  • Computer Hardware 100%
  • Special Attention 100%

• Trapp Martin: Exploiting Probabilistic Circuits for Stochastic Processes and Deep Learning

  Trapp, M. (Principal investigator)

  01/09/2022 → 31/08/2025

  Project: RCF Postdoctoral Researcher

  • Models 100%
  • Anomaly Detection 66%
  • Generative Model 66%
  • Networks 66%
  • Hardware 66%
• Finished

  WHISTLE: When integrated systems gain life experience: towards self-learning circuits with resource-efficient embedded artificial intelligence

  Andraud, M. (Principal investigator)

  01/09/2020 → 31/08/2024

  Project: RCF Academy Project

  • Computing 100%
  • Deep Neural Network 100%
  • Computation 87%
  • Accuracy 79%
  • Hardware 50%