Guido Novati

Group Memberships

• CapoCaccia 2016

Learning of deep spiking networks Self-driving neuromorphic agent Difficult Tasks Reduced bit-precision in Convolutional Neural Networks Attention in Convolutional Neural Networks Neuromorphic cognitive robots Scalable General-Purpose Neuromorphic Simulation SynapticDiversity/HTM 2nd Mtg Bottom-up constraints from biology (useful?) for canonical learning principles Reverse-Engineering network topology from spiketrains with FPGA and neuromorphic hardware Interactive decision making on neuromorphic chips Physical Diversity of Synapses: Applications to Plasticity, and Learning Models (eg HTM) Computer vision applied to biological microscopy images

• CapoCaccia 2017