Efficient Scaling of Large Language Models with Mixture of Experts and 3D Analog In-Memory ComputingJulian BüchelA. Vasilopouloset al.2025Nat. Comput. Sci.
Energy-Efficient Phase-Change Memory Disc-Type Cells Leveraging Ultrathin Phase-Change FilmsTimothy PhilipGhazi Sarwat Syedet al.2024MRS Fall Meeting 2024
Displacement Damage, Total Ionizing Dose, and Transient Ionization Effects in Gate-All-Around Field Effect TransistorsMichael TitzeAlex Belianinovet al.2024ACS Applied Electronic Materials
Analog AI as a Service: A Cloud Platform for In-Memory ComputingKaoutar El MaghraouiKim Tranet al.2024SSE 2024
Architecture and Programming of Analog In-Memory-Computing Accelerators for Deep Neural NetworksSidney TsaiPritish Narayananet al.2024IPDPS 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
Programming Weights to Analog In-Memory Computing Cores by Direct Minimization of the Matrix-Vector Multiplication ErrorJulian BuchelAthanasios Vasilopouloset al.2023IEEE JESTCS
Using the IBM Analog In-Memory Hardware Acceleration Kit for Neural Network Training and InferenceManuel Le GalloCorey Liam Lammieet al.2023APL Mach. Learn.
A Novel Electrical Bias Technique to Recover Degraded ReRAM Arrays for Deep LearningFabia Farlin AthenaNanbo Gonget al.2023MRS Fall Meeting 2023