Analog AI as a Service: A Cloud Platform for In-Memory ComputingKaoutar El MaghraouiKim Tranet al.2024SSE 2024
In-Memory Compute Chips with Carbon-based Projected Phase-Change Memory DevicesG.S. SyedK. Brewet al.2023IEDM 2023
AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory ComputingHadjer BenmezianeCorey Lammieet al.2023EDGE 2023
Gradient descent-based programming of analog in-memory computing coresJulian BuchelA. Vasilopouloset al.2022IEDM 2022
Temperature sensitivity of analog in-memory computing using phase-change memoryIrem Boybat-KaraBenedikt Kerstinget al.2021IEDM 2021
Precision of synaptic weights programmed in phase-change memory devices for deep learning inferenceS. R. NandakumarIrem Boybatet al.2020IEDM 2020
8-bit Precision In-Memory Multiplication with Projected Phase-Change MemoryIason GiannopoulosAbu Sebastianet al.2018IEDM 2018
Compressed sensing recovery using computational memoryManuel Le GalloAbu Sebastianet al.2017IEDM 2017
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