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Venkata Pavan Kumar Miriyala

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Journal Articles

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2023
[j2]
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  dblp key:
  - journals/taco/YuXMC23
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  - https://dblp.org/rec/journals/taco/YuXMC23
Miao Yu, Tingting Xiang, Venkata Pavan Kumar Miriyala, Trevor E. Carlson:
Multiply-and-Fire: An Event-Driven Sparse Neural Network Accelerator. ACM Trans. Archit. Code Optim. 20(4): 59:1-59:26 (2023)
2022
[j1]
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  - journals/tnn/ZhangWWBAZMQCCL22
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  - https://dblp.org/rec/journals/tnn/ZhangWWBAZMQCCL22
Malu Zhang, Jiadong Wang, Jibin Wu, Ammar Belatreche, Burin Amornpaisannon, Zhixuan Zhang, Venkata Pavan Kumar Miriyala, Hong Qu, Yansong Chua, Trevor E. Carlson, Haizhou Li:
Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33(5): 1947-1958 (2022)

Informal and Other Publications

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2022
[i3]
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  - journals/corr/abs-2204-09797
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Miao Yu, Tingting Xiang, Venkata Pavan Kumar Miriyala, Trevor E. Carlson:
Multiply-and-Fire (MNF): An Event-driven Sparse Neural Network Accelerator. CoRR abs/2204.09797 (2022)
2020
[i2]
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  - journals/corr/abs-2003-05132
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Venkata Pavan Kumar Miriyala, Kale Rahul Vishwanath, Xuanyao Fong:
SIMBA: A Skyrmionic In-Memory Binary Neural Network Accelerator. CoRR abs/2003.05132 (2020)
[i1]
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  dblp key:
  - journals/corr/abs-2010-11741
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Venkata Pavan Kumar Miriyala, Masatoshi Ishii:
Ultra-low power on-chip learning of speech commands with phase-change memories. CoRR abs/2010.11741 (2020)

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