Efficient Scaling of Large Language Models with Mixture of Experts and 3D Analog In-Memory Computing
- 2025
- Nat. Comput. Sci.
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196 results for Vijay Narayanan
Energy-Efficient Phase-Change Memory Disc-Type Cells Leveraging Ultrathin Phase-Change Films
- 2024
- MRS Fall Meeting 2024
Displacement Damage, Total Ionizing Dose, and Transient Ionization Effects in Gate-All-Around Field Effect Transistors
- Michael Titze
- Alex Belianinov
- et al.
- 2024
- ACS Applied Electronic Materials
Analog AI as a Service: A Cloud Platform for In-Memory Computing
- Kaoutar El Maghraoui
- Kim Tran
- et al.
- 2024
- SSE 2024
Architecture and Programming of Analog In-Memory-Computing Accelerators for Deep Neural Networks
- Sidney Tsai
- Pritish Narayanan
- et al.
- 2024
- IPDPS 2024
Design of Analog-AI Hardware Accelerators for Transformer-based Language Models (Invited)
- Geoffrey Burr
- Sidney Tsai
- et al.
- 2023
- IEDM 2023
In-Memory Compute Chips with Carbon-based Projected Phase-Change Memory Devices
- G.S. Syed
- K. Brew
- et al.
- 2023
- IEDM 2023
Programming Weights to Analog In-Memory Computing Cores by Direct Minimization of the Matrix-Vector Multiplication Error
- 2023
- IEEE JESTCS
Using the IBM Analog In-Memory Hardware Acceleration Kit for Neural Network Training and Inference
- 2023
- APL Mach. Learn.
A Novel Electrical Bias Technique to Recover Degraded ReRAM Arrays for Deep Learning
- Fabia Farlin Athena
- Nanbo Gong
- et al.
- 2023
- MRS Fall Meeting 2023