55 citations · 166 across the 12 of their papers we have counts for
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q-bio.NC2022★ 6 cited
Learning efficient backprojections across cortical hierarchies in real time
Kevin Max, Laura Kriener, Garibaldi Pineda García +4
Models of sensory processing and learning in the cortex need to efficiently assign credit to synapses in all areas. In deep learning, a known solution is error backpropagation, whi…
cs.NE2022★ 17 cited
Loss shaping enhances exact gradient learning with Eventprop in spiking neural networks
Thomas Nowotny, James P. Turner, James C. Knight
Event-based machine learning promises more energy-efficient AI on future neuromorphic hardware. Here, we investigate how the recently discovered Eventprop algorithm for gradient de…