Tutorial: Hardware-Aware Compilation and Simulation for In-Memory ComputingAsif Ali KhanHadjer Benmezianeet al.2025ES Week 2025
Deep learning software stacks for analogue in-memory computing-based acceleratorsCorey Liam LammieHadjer Benmezianeet al.2025Nat. Rev. Electr. Eng.
Enhancing Downstream Analysis in Genome Sequencing: Species Classification While BasecallingRiselda KodraHadjer Benmezianeet al.2025ICLR 2025
Analog-AI Hardware Accelerators for low-latency Transformer-based Language Models (Invited)Geoffrey BurrSidney Tsaiet al.2025CICC 2025
AIHWKIT-Lightning: A Scalable HW-Aware Training Toolkit for Analog In-Memory ComputingJulian BüchelWilliam Simonet al.2024NeurIPS 2024
Heterogeneous Embedded Neural Processing Units Utilizing PCM-based Analog In-Memory ComputingIrem Boybat-KaraThomas Boeschet al.2024IEDM 2024
Design of Analog-AI Hardware Accelerators for Transformer-based Language Models (Invited)Geoffrey BurrSidney Tsaiet al.2023IEDM 2023