17 citations · 68 across the 19 of their papers we have counts for
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cs.NE2020
Coarse scale representation of spiking neural networks: backpropagation through spikes and application to neuromorphic hardware
Angel Yanguas-Gil
In this work we explore recurrent representations of leaky integrate and fire neurons operating at a timescale equal to their absolute refractory period. Our coarse time scale appr…
cs.LG2020★ 3 cited
Neuromodulated Neural Architectures with Local Error Signals for Memory-Constrained Online Continual Learning
Sandeep Madireddy, Angel Yanguas-Gil, Prasanna Balaprakash
The ability to learn continuously from an incoming data stream without catastrophic forgetting is critical for designing intelligent systems. Many existing approaches to continual…