The Inherent Adversarial Robustness of Analog In-Memory ComputingCorey Liam LammieJulian Büchelet al.2025Nature Communications
Efficient Scaling of Large Language Models with Mixture of Experts and 3D Analog In-Memory ComputingJulian BüchelA. Vasilopouloset al.2025Nat. Comput. Sci.
Kernel approximation using analogue in-memory computingJulian BüchelGiacomo Camposampieroet al.2024Nature Machine Intelligence
Multi-Task Neural Network Mapping onto Analog-Digital Heterogeneous AcceleratorsHadjer BenmezianeCorey Liam Lammieet al.2024NeurIPS 2024
Heterogeneous Embedded Neural Processing Units Utilizing PCM-based Analog In-Memory ComputingIrem Boybat-KaraThomas Boeschet al.2024IEDM 2024
Demonstration of 4-quadrant analog in-memory matrix multiplication in a single modulationManuel Le GalloOscar Hrynkevychet al.2024npj Unconv. Comput.
A Precision-Optimized Fixed-Point Near-Memory Digital Processing Unit for Analog In-Memory ComputingElena FerroA. Vasilopouloset al.2024ISCAS 2024
Improving the Accuracy of Analog-Based In-Memory Computing Accelerators Post-TrainingCorey Liam LammieA. Vasilopouloset al.2024ISCAS 2024
Design of Analog-AI Hardware Accelerators for Transformer-based Language Models (Invited)Geoffrey BurrSidney Tsaiet al.2023IEDM 2023
In-Memory Compute Chips with Carbon-based Projected Phase-Change Memory DevicesG.S. SyedK. Brewet al.2023IEDM 2023