Adversarial attacks on spiking convolutional neural networks for event-based visionJulian BüchelGregor Lenzet al.2022Frontiers in NeurosciencePaper
Gradient descent-based programming of analog in-memory computing coresJulian BuchelA. Vasilopouloset al.2022IEDM 2022Conference paper
NETWORK INSENSITIVITY TO PARAMETER NOISE VIA ADVERSARIAL REGULARIZATIONJulian BüchelFynn Faberet al.2022ICLR 2022Conference paper
ML-HW Co-Design of Noise-Robust TinyML Models and Always-On Analog Compute-in-Memory Edge AcceleratorChuteng ZhouFernando Garcia Redondoet al.2021IEEE MicroPaper