VIBNN

Author:

Cai Ruizhe1,Ren Ao1,Liu Ning1,Ding Caiwen1,Wang Luhao2,Qian Xuehai2,Pedram Massoud2,Wang Yanzhi1

Affiliation:

1. Syracuse University, Syracuse, NY, USA

2. University of Southern California, Los Angeles , CA, USA

Funder

NSF

DARPA

Publisher

ACM

Cited by 19 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. SMTJ-based Dropout Module for In-Memory Computing Bayesian Neural Networks;2024 IEEE 24th International Conference on Nanotechnology (NANO);2024-07-08

2. Probabilistic Compute-in-Memory Design for Efficient Markov Chain Monte Carlo Sampling;IEEE Transactions on Circuits and Systems I: Regular Papers;2024-02

3. GeMP-BNN: High-Performance Sampling-Free Bayesian Neural Network Accelerator with Gaussian Error Moment Propagation;2023 IEEE 16th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC);2023-12-18

4. Low Power Hardware Architecture for Sampling-free Bayesian Neural Networks inference;2023 IEEE International Symposium on Circuits and Systems (ISCAS);2023-05-21

5. ViX: Analysis-driven Compiler for Efficient Low-Precision Variational Inference;2023 Design, Automation & Test in Europe Conference & Exhibition (DATE);2023-04

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