AccShield: A New Trusted Execution Environment with Machine-Learning Accelerators
- Wei Ren
- William Kozlowski
- et al.
- 2023
- DAC 2023
Publications
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- AI Hardware
214 results for AI Hardware
DOSA: Organic Compilation for Neural Network Inference on Distributed FPGAs
- 2023
- EDGE 2023
- Topic
Heterogeneous Integration on Organic Interposer Substrate with fine-pitch RDL and 40 micron pitch Micro-bumps
- Katsuyuki Sakuma
- Griselda Bonilla
- et al.
- 2023
- ECTC 2023
RaPiD: AI Accelerator for Ultra-Low Precision Training and Inference
- Swagath Venkataramani
- Vijayalakshmi Srinivasan
- et al.
- 2021
- ISCA 2021
Ultra-Low Precision 4-bit Training of Deep Neural Networks
- Xiao Sun
- Naigang Wang
- et al.
- 2020
- NeurIPS 2020
ScaleCom: Scalable Sparsified Gradient Compression for Communication-Efficient Distributed Training
- Chia-Yu Chen
- Jiamin Ni
- et al.
- 2020
- NeurIPS 2020
Cryogenic Analog 1T-ReRAM with Enhanced Dynamic Range and Suppressed Noise for Cold Neural Networks
- Saketh Ram Mamidala
- Davide Lombardo
- et al.
- 2024
- IEDM 2024
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts
- Mohammed Nowaz Rabbani Chowdhury
- Meng Wang
- et al.
- 2024
- ICML 2024
Analog AI as a Service: A Cloud Platform for In-Memory Computing
- Kaoutar El Maghraoui
- Kim Tran
- et al.
- 2024
- SSE 2024
Securing AI Inference in the Cloud: Is CPU-GPU Confidential Computing Ready ?
- Apoorve Mohan
- Mengmei Ye
- et al.
- 2024
- CLOUD 2024
