The Inherent Adversarial Robustness of Analog In-Memory ComputingNature Communications (Nat. Commun.), 2024 |
Bayesian Continual Learning via Spiking Neural NetworksFrontiers in Computational Neuroscience (Front. Comput. Neurosci.), 2022 |
On-device Synaptic Memory Consolidation using Fowler-Nordheim
Quantum-tunnelingFrontiers in Neuroscience (Front. Neurosci.), 2022 |
Bottom-up and top-down approaches for the design of neuromorphic
processing systems: Tradeoffs and synergies between natural and artificial
intelligenceProceedings of the IEEE (Proc. IEEE), 2021 |