Venkata Pavan Kumar Miriyala

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 5

Top Topics

Training Algorithm

Multilayer Perceptron

Associative Memory

Principal Components Analysis

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

ACM Trans. Archit. Code Optim.

Publications

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) (2023)
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) (2022)
Miao Yu, Tingting Xiang, Venkata Pavan Kumar Miriyala, Trevor E. Carlson
Multiply-and-Fire (MNF): An Event-driven Sparse Neural Network Accelerator. CoRR (2022)
Venkata Pavan Kumar Miriyala, Masatoshi Ishii
Ultra-low power on-chip learning of speech commands with phase-change memories. CoRR (2020)
Venkata Pavan Kumar Miriyala, Kale Rahul Vishwanath, Xuanyao Fong
SIMBA: A Skyrmionic In-Memory Binary Neural Network Accelerator. CoRR (2020)