Efficient Scaling of Large Language Models with Mixture of Experts and 3D Analog In-Memory ComputingJulian BüchelA. Vasilopouloset al.2025Nat. Comput. Sci.
Towards Exact Gradient-based Training on Analog In-memory ComputingZhaoxian WuTayfun Gokmenet al.2024NeurIPS 2024
On the role of noise in factorizers for disentangling distributed representationsKumudu Geethan KarunaratneMichael Herscheet al.2024NeurIPS 2024
AIHWKIT-Lightning: A Scalable HW-Aware Training Toolkit for Analog In-Memory ComputingJulian BüchelWilliam Simonet al.2024NeurIPS 2024
Cryogenic Analog 1T-ReRAM with Enhanced Dynamic Range and Suppressed Noise for Cold Neural NetworksSaketh Ram MamidalaDavide Lombardoet al.2024IEDM 2024
Heterogeneous Embedded Neural Processing Units Utilizing PCM-based Analog In-Memory ComputingIrem Boybat-KaraThomas Boeschet al.2024IEDM 2024
D2W and W2W Hybrid bonding system with below 2.5 micron pitch for 3D chiplet AI applicationsKatsuyuki SakumaRoy Yuet al.2024IEDM 2024
Challenges in the implementation of artificial intelligence hardware based on phase change devicesGuy CohenAmlan Majumdaret al.2024MRS Fall Meeting 2024
Energy-Efficient Phase-Change Memory Disc-Type Cells Leveraging Ultrathin Phase-Change FilmsTimothy PhilipGhazi Sarwat Syedet al.2024MRS Fall Meeting 2024
Analog Conductive-Metal-Oxide/HfOx ReRAM Devices - BEOL Integration, Characterization and ModellingDonato Francesco FalconeValeria Bragagliaet al.2024MRS Fall Meeting 2024