Tile Efficiency is not System Efficiency – CIM architecture studies of LLMs and other large DNNs
- Pritish Narayanan
- 2025
- VLSI Technology and Circuits 2025
Workshop paper
Publications
15 results for Pritish Narayanan
Architectural Benchmarking of Compute-in-Memory Systems
- Pritish Narayanan
- Sidney Tsai
- 2025
- VLSI Technology and Circuits 2025
WorkshopAnalog-AI Hardware Accelerators for low-latency Transformer-based Language Models (Invited)
- Geoffrey Burr
- Sidney Tsai
- et al.
- 2025
- CICC 2025
Invited talkArchitecture and Programming of Analog In-Memory-Computing Accelerators for Deep Neural Networks
- Sidney Tsai
- Pritish Narayanan
- et al.
- 2024
- IPDPS 2024
Workshop paperEmerging Nonvolatile Memories for Analog Neuromorphic Computing
- An Chen
- Stefano Ambrogio
- et al.
- 2024
- ECS Spring Meeting 2024
Invited talkCircuit and Architectural Challenges for Analog In-Memory Compute
- Pritish Narayanan
- 2024
- CICC 2024
TutorialDesign of Analog-AI Hardware Accelerators for Transformer-based Language Models (Invited)
- Geoffrey Burr
- Sidney Tsai
- et al.
- 2023
- IEDM 2023
Invited talkPhase Change Memory-based Hardware Accelerators for Deep Neural Networks
- Geoffrey Burr
- Pritish Narayanan
- et al.
- 2023
- VLSI Technology 2023
Invited talkArchitectures and Circuits for Analog-memory-based Hardware Accelerators for Deep Neural Networks
- Sidney Tsai
- Pritish Narayanan
- et al.
- 2023
- ISCAS 2023
Invited talkAnalog In-Memory Computing for Deep Neural Network Acceleration
- Andrea Fasoli
- Geoffrey Burr
- et al.
- 2023
- MRS Spring Meeting 2023
Talk