SS-L5: Spike-based Neuromorphic Information Representation, Processing and Learning |
| Session Type: Lecture |
| Time: Tuesday, 5 May, 16:30 - 18:30 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chairs: Yiannis Andreopoulos, University College London and Osvaldo Simeone, King's College London |
| SS-L5.1: FEDERATED NEUROMORPHIC LEARNING OF SPIKING NEURAL NETWORKS FOR LOW-POWER EDGE INTELLIGENCE |
| Nicolas Skatchkovsky; King's College London |
| Hyeryung Jang; King's College London |
| Osvaldo Simeone; King's College London |
| SS-L5.2: TEMPORAL CODING IN SPIKING NEURAL NETWORKS WITH ALPHA SYNAPTIC FUNCTION |
| Iulia M. Comsa; Google Research |
| Krzysztof Potempa; Google Research |
| Luca Versari; Google Research |
| Thomas Fischbacher; Google Research |
| Andrea Gesmundo; Google Research |
| Jyrki Alakuijala; Google Research |
| SS-L5.3: EVENT-DRIVEN SIGNAL PROCESSING WITH NEUROMORPHIC COMPUTING SYSTEMS |
| Peter Blouw; Applied Brain Research Inc. |
| Chris Eliasmith; Applied Brain Research Inc. |
| SS-L5.4: CHALLENGES AND PERSPECTIVES IN NEUROMORPHIC-BASED VISUAL IOT SYSTEMS AND NETWORKS |
| Maria G. Martini; Kingston University |
| Nabeel Khan; Kingston University |
| Yin Bi; University College London |
| Yiannis Andreopoulos; University College London |
| Hadi Saki; King's College London |
| Mohammad Shikh-Bahaei; King's College London |
| SS-L5.5: SPIKING NEURAL NETWORKS TRAINED WITH BACKPROPAGATION FOR LOW POWER NEUROMORPHIC IMPLEMENTATION OF VOICE ACTIVITY DETECTION |
| Flavio Martinelli; Ecole Polytechnique Fédérale de Lausanne (EPFL) |
| Giorgia Dellaferrera; Ecole Polytechnique Fédérale de Lausanne (EPFL) |
| Pablo Mainar; Logitech Europe |
| Milos Cernak; Logitech Europe |
| SS-L5.6: TRAINING DEEP SPIKING NEURAL NETWORKS FOR ENERGY-EFFICIENT NEUROMORPHIC COMPUTING |
| Gopalakrishnan Srinivasan; Purdue University |
| Chankyu Lee; Purdue University |
| Abhronil Sengupta; Pennsylvania State University |
| Priyadarshini Panda; Yale University |
| Syed Shakib Sarwar; Purdue University |
| Kaushik Roy; Purdue University |