Learning the sparsity for ReRAM

Author:

Lin Jilan1,Zhu Zhenhua2,Wang Yu2,Xie Yuan3

Affiliation:

1. UCSB and Tsinghua University, Beijing, China

2. Tsinghua University, Beijing, China

3. UCSB

Publisher

ACM

Reference21 articles.

1. Metal–Oxide RRAM

2. PRIME: A Novel Processing-in-Memory Architecture for Neural Network Computation in ReRAM-Based Main Memory

3. ISAAC: A Convolutional Neural Network Accelerator with In-Situ Analog Arithmetic in Crossbars

4. PipeLayer: A pipelined reram-based accelerator for deep learning;Song L.;HPCA,2017

5. Learning both weights and connections for efficient neural network;Han S.;NIPS,2015

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1. 3A-ReRAM: Adaptive Activation Accumulation in ReRAM-Based CNN Accelerator;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems;2024-01

2. Runtime Row/Column Activation Pruning for ReRAM-based Processing-in-Memory DNN Accelerators;2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD);2023-10-28

3. Robustness for Embedded Machine Learning Using In-Memory Computing;Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing;2023-10-07

4. CANNON: Communication-Aware Sparse Neural Network Optimization;IEEE Transactions on Emerging Topics in Computing;2023-10

5. CRIMP: C ompact & R eliable DNN Inference on I n- M emory P rocessing via Crossbar-Aligned Compression and Non-ideality Adaptation;ACM Transactions on Embedded Computing Systems;2023-09-09

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