SIMBA: A Skyrmionic In-Memory Binary Neural Network Accelerator. - Venkata Pavan Kumar Miriyala; Kale Rahul Vishwanath; Xuanyao Fong (CoRR, 2020)

Ultra-low power on-chip learning of speech commands with phase-change memories. - Venkata Pavan Kumar Miriyala; Masatoshi Ishii (CoRR, 2020)

Multiply-and-Fire (MNF): An Event-driven Sparse Neural Network Accelerator. - Miao Yu; Tingting Xiang; Venkata Pavan Kumar Miriyala; Trevor E. Carlson (CoRR, 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 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

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., 2023)

Data-aware Dynamic Execution of Irregular Workloads on Heterogeneous Systems. - Zhenyu Bai; Dan Wu; Pranav Dangi; Dhananjaya Wijerathne; Venkata Pavan Kumar Miriyala; Tulika Mitra (CoRR, 2025)