AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing
- Hadjer Benmeziane
- Corey Lammie
- et al.
- 2023
- EDGE 2023
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48 results for Irem Boybat
Temperature sensitivity of analog in-memory computing using phase-change memory
- Irem Boybat-Kara
- Benedikt Kersting
- et al.
- 2021
- IEDM 2021
Precision of synaptic weights programmed in phase-change memory devices for deep learning inference
- S. R. Nandakumar
- Irem Boybat
- et al.
- 2020
- IEDM 2020
Large-scale neural networks implemented with non-volatile memory as the synaptic weight element: Comparative performance analysis (accuracy, speed, and power)
- Geoffrey W. Burr
- Pritish Narayanan
- et al.
- 2015
- IEDM 2015
Heterogeneous Embedded Neural Processing Units Utilizing PCM-based Analog In-Memory Computing
- Irem Boybat-Kara
- Thomas Boesch
- et al.
- 2024
- IEDM 2024
Design of Analog-AI Hardware Accelerators for Transformer-based Language Models (Invited)
- Geoffrey Burr
- Sidney Tsai
- et al.
- 2023
- IEDM 2023
Phase-change memory-based analog in-memory computing for AI
- 2022
- MRS Fall Meeting 2022
Multi-Task Neural Network Mapping onto Analog-Digital Heterogeneous Accelerators
- Hadjer Benmeziane
- Corey Liam Lammie
- et al.
- 2024
- NeurIPS 2024
Accurate deep neural network inference using computational phase-change memory
- Vinay Joshi
- Manuel Le Gallo
- et al.
- 2020
- Nature Communications
Experimental Demonstration of Supervised Learning in Spiking Neural Networks with Phase-Change Memory Synapses
- S. R. Nandakumar
- Irem Boybat
- et al.
- 2020
- Scientific Reports