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Tianyang Yu
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Energy-efficient oriented approximate quantization scheme for fine-grained sparse neural network acceleration
T Yu, B Wu, K Chen, C Yan, W Liu
2022 IEEE 40th International Conference on Computer Design (ICCD), 762-769, 2022
22022
Data stream oriented fine-grained sparse CNN accelerator with efficient unstructured pruning strategy
T Yu, B Wu, K Chen, C Yan, W Liu
Proceedings of the Great Lakes Symposium on VLSI 2022, 243-248, 2022
22022
Edge-Side Fine-Grained Sparse CNN Accelerator With Efficient Dynamic Pruning Scheme
B Wu, T Yu, K Chen, W Liu
IEEE Transactions on Circuits and Systems I: Regular Papers, 2024
12024
A Potential Enabler for High-Performance In-Memory Multi-Bit Arithmetic Schemes With Unipolar Switching SOT-MRAM
H Zhu, B Wu, T Yu, K Chen, C Yan, W Liu
IEEE Transactions on Circuits and Systems I: Regular Papers, 2024
2024
Toward Efficient Retraining: A Large-Scale Approximate Neural Network Framework With Cross-Layer Optimization
T Yu, B Wu, K Chen, C Yan, W Liu
IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2024
2024
Fully Learnable Hyperdimensional Computing Framework with Ultra-tiny Accelerator for Edge-side Applications
T Yu, B Wu, K Chen, G Zhang, W Liu
IEEE Transactions on Computers, 2023
2023
High-Performance STT-MRAM-Based Computing-in-Memory Scheme Utilizing Data Read Feature
B Wu, K Liu, T Yu, H Zhu, K Chen, C Yan, E Deng, W Liu
IEEE Transactions on Nanotechnology 22, 817-826, 2023
2023
Toward Spintronics Non-volatile Computing-in-Memory Architecture
B Wu, H Zhu, T Yu, W Liu
Design and Applications of Emerging Computer Systems, 67-89, 2023
2023
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