Venkata Pavan Kumar Miriyala

According to our database, Venkata Pavan Kumar Miriyala authored at least 5 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Multiply-and-Fire: An Event-Driven Sparse Neural Network Accelerator.

Miao Yu, Tingting Xiang, Venkata Pavan Kumar Miriyala, Trevor E. Carlson

ACM Trans. Archit. Code Optim., December, 2023

2022

Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks.

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

IEEE Trans. Neural Networks Learn. Syst., 2022

Multiply-and-Fire (MNF): An Event-driven Sparse Neural Network Accelerator.

Miao Yu, Tingting Xiang, Venkata Pavan Kumar Miriyala, Trevor E. Carlson

CoRR, 2022

2020

Ultra-low power on-chip learning of speech commands with phase-change memories.

Venkata Pavan Kumar Miriyala, Masatoshi Ishii

CoRR, 2020

SIMBA: A Skyrmionic In-Memory Binary Neural Network Accelerator.

Venkata Pavan Kumar Miriyala, Kale Rahul Vishwanath, Xuanyao Fong

CoRR, 2020