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. KARS: Kernel-Grouping Aided Row-Skipping for SDK-based Weight Compression in PIM Arrays;2024 IEEE International Symposium on Circuits and Systems (ISCAS);2024-05-19

2. CiMLoop: A Flexible, Accurate, and Fast Compute-In-Memory Modeling Tool;2024 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS);2024-05-05

3. Memory-Centric Computing for Image Classification Using SNN with RRAM;2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS);2024-04-22

4. A Heuristic and Greedy Weight Remapping Scheme with Hardware Optimization for Irregular Sparse Neural Networks Implemented on CIM Accelerator in Edge AI Applications;2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC);2024-01-22

5. 3A-ReRAM: Adaptive Activation Accumulation in ReRAM-Based CNN Accelerator;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems;2024-01

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