Bernhard Vogginger

Group Memberships

• CapoCaccia 2016

Learning of deep spiking networks Programmable plasticity on neuromorphic hardware Attention in Convolutional Neural Networks Simulating Event-Driven Address-Event-Representation (AER) Systems With MegaSim Bottom-up constraints from biology (useful?) for canonical learning principles Interactive decision making on neuromorphic chips Metrics for Evaluating Network Performance What Should the Next-Generation SpiNNaker Look Like? Physical Diversity of Synapses: Applications to Plasticity, and Learning Models (eg HTM) Event-based sensors

• CapoCaccia 2017

Spiking self-organizing maps for deep learning Online Learning in Digital Hardware, Deep Convolutional STDP Giving SpiNNaker2 Eyes and other Senses