We now have snnTorch accelerated on Graphcore’s Intelligent Processing Units (IPUs), co-developed by Vincent Sun, Jason Eshraghian, along with assistance from Graphcore.
See this link for a tutorial to train SNNs on IPUs.
Monthly Archives: June 2022
New Preprint: “Gradient-based Neuromorphic Learning on Dynamical RRAM Arrays” is available on arXiv
arXiv link here.
Prof. Jason Eshraghian Presents Tutorial at IEEE AICAS 2022 (Incheon, Korea)
Tapeout success on the eFabless / Google SkyWater MPW6 shuttle!
Our SNN accelerator has cleared all tapeout checks and is on the way to being fabricated.
Jason Eshraghian is delivering an extended tutorial at the IEEE Artificial Intelligence Circuits and Systems Conference “Training Spiking Neural Networks Using Lessons from Deep Learning” in Incheon, Korea this June. See more here.
The extended 1.5 hour session will include the fundamentals of spiking neural networks, resource-constrained SNN-Hardware co-design, and a hands-on session where train an SNN from scratch.