Nonideality-aware training makes memristive networks more robust to adversarial attacks

Dovydas Joksas, Luis Muñoz-González, Emil Lupu +1

Neural networks are now deployed in a wide number of areas from object classification to natural language systems. Implementations using analog devices like memristors promise bett…