69 citations · 91 across the 8 of their papers we have counts for
4 papers · 1 filter
A Complete Pipeline for deploying SNNs with Synaptic Delays on Loihi 2
Balázs Mészáros, James C. Knight, Jonathan Timcheck +1
Spiking Neural Networks are attracting increased attention as a more energy-efficient alternative to traditional Artificial Neural Networks for edge computing. Neuromorphic computi…
Eventprop training for efficient neuromorphic applications
Thomas Shoesmith, James C. Knight, Balázs Mészáros +2
Neuromorphic computing can reduce the energy requirements of neural networks and holds the promise to `repatriate' AI workloads back from the cloud to the edge. However, training n…
Efficient Video and Audio processing with Loihi 2
Sumit Bam Shrestha, Jonathan Timcheck, Paxon Frady +2
Loihi 2 is an asynchronous, brain-inspired research processor that generalizes several fundamental elements of neuromorphic architecture, such as stateful neuron models communicati…
The Intel Neuromorphic DNS Challenge
Jonathan Timcheck, Sumit Bam Shrestha, Daniel Ben Dayan Rubin +5
A critical enabler for progress in neuromorphic computing research is the ability to transparently evaluate different neuromorphic solutions on important tasks and to compare them…