Architectures and Circuits for Analog-memory-based Hardware Accelerators for Deep Neural Networks
- Sidney Tsai
- Pritish Narayanan
- et al.
- ISCAS 2023
Stanislaw Wozniak is a Staff Research Scientist at IBM Research - Zurich. He conducts research in the field of neuromorphic computing and neuro-inspired AI, taking inspiration from the neural networks in the brain to develop novel computing architectures and algorithms. He received his Ph.D. in 2017 from EPFL (École Polytechnique Fédérale de Lausanne) in Lausanne, Switzerland. In 2018, he received the Fritz Kutter Award of ETH Zurich and IBM Research Division Award for contributions in neuromorphic computing using phase-change memory devices. His current focus is on closing the gap between the theoretically appealing properties of Spiking Neural Networks and their applications. He has authored more than a dozen publications and contributed to filing of 15 patent applications.