G-5: Recent Advances in Neuromorphic Computing (invited) |
| Session Type: Virtual |
| Time: Wednesday, November 2, 08:00 - 09:00 |
| Location: Virtual G |
| Virtual Session: Attend on Virtual Platform |
| G-5.1: Integration of physics derived memristor models with machine learning frameworks |
| Zhenming Yu; RWTH Aachen and Forschungszentrum Jülich |
| Stephan Menzel; Forschungszentrum Jülich |
| John Paul Strachan; RWTH Aachen and Forschungszentrum Jülich |
| Emre Neftci; RWTH Aachen and Forschungszentrum Jülich |
| G-5.2: Enabling disciplines for advancing Neuromorphic Intelligence |
| Melika Payvand; University of Zurich and ETH Zurich |
| Elisa Vianello; CEA-LETI |
| Richard Naud; University of Ottawa |
| Giacomo Indiveri; University of Zurich and ETH Zurich |
| G-5.3: Training-aware Low Precision Quantization in Spiking Neural Networks |
| Ayan Shymyrbay; King Abdullah University of Science and Technology |
| Mohammed Fouda; University of California Irvine |
| Ahmed Eltawil; King Abdullah University of Science and Technology |
| G-5.4: Multi-Fidelity Nonideality Simulation and Evaluation Framework for Resistive Neuromorphic Computing |
| Chenghao Quan; Ulsan National Institute of Science and Technology |
| Mohammed Fouda; Center for Embedded & Cyber-physical Systems, University of California-Irvine |
| Sugil Lee; Ulsan National Institute of Science and Technology |
| Jongeun Lee; Ulsan National Institute of Science and Technology |