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TU2.I: Spike-based Neuromorphic Information Representation, Processing and Learning

Session Type: Lecture
Time: Tuesday, 5 May, 16:30 - 18:30
Location: On-Demand
Session Chairs: Yiannis Andreopoulos, University College London and Osvaldo Simeone, King's College London
 
   TU2.I.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
 
   TU2.I.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
 
   TU2.I.3: EVENT-DRIVEN SIGNAL PROCESSING WITH NEUROMORPHIC COMPUTING SYSTEMS
         Peter Blouw; Applied Brain Research Inc.
         Chris Eliasmith; Applied Brain Research Inc.
 
   TU2.I.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
 
   TU2.I.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
 
   TU2.I.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