We have a new preprint along with code that simplifies the process of training quantized spiking neural networks in snnTorch. We propose...

We are presenting snnTorch at the PyTorch Dev Day on 1/2 Dec 2021! We will demonstrate some of the current capabilities of SNNs, and chat...

How can we train biologically plausible Spiking Neural Networks with the Deep Learning hammer? Our perspective/tutorial/review aims to...

The tutorial I gave at the International Conference on Neuromorphic Systems on training spiking neural networks using modern deep...

I was awarded a Fulbright Future Fellowship that will let me stay in limbo between University of Michigan/Western Australia for a while...

Building secure hardware is now more important than ever, and we've just published a new approach to building silicon-based physically...

This week, I returned to the University of Western Australia as a Forrest Research Fellow in a joint appointment between the Schools of...

We had 4 papers accepted for IEEE ISCAS 2021! 2 of these are led by the first students I have supervised, so this is a special moment....

Image credit: : AAUB/DigitalVisionVectors/Getty Nature Machine Intelligence invited me to contribute to their Feature Article, "AI...

Our retina-controlled upper-limb prosthesis system won the Best Live Demonstration Award at the IEEE International Conference on...

We published our perspective on integrating neural net accelerators into the clinical & outpatient workflow in the IEEE Transactions on...

Sung-Mo Kang (U.C. Santa Cruz) and I delivered the keynote address for the IEEE European Conference on Circuit Theory and Design titled...

One neural network is good for recognising patterns, but two are great for creating them. Nature Machine Intelligence did a neat write-up...

I've published my research on legal ownership of artificially generated datasets & artwork in Nature Machine Intelligence. Image trained...

Our paper titled "Neuromorphic Vision RRAM-CMOS Hybrid Architecture" was awarded the 2019 Best Paper Award for the IEEE Transactions on...

Our work titled "Analog Weights in ReRAM DNN Accelerators" has been awarded as Best Paper at the 2019 IEEE International Conference on...