Nanda K. Unnikrishnan

According to our database, Nanda K. Unnikrishnan authored at least 10 papers between 2018 and 2025.

Collaborative distances:

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

2025

LayerPipe2: Multistage Pipelining and Weight Recompute via Improved Exponential Moving Average for Training Neural Networks.

Nanda K. Unnikrishnan, Keshab K. Parhi

Proceedings of the 59th Asilomar Conference on Signals, 2025

2023

SCV-GNN: Sparse Compressed Vector-Based Graph Neural Network Aggregation.

Nanda K. Unnikrishnan, Joe Gould, Keshab K. Parhi

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2023

InterGrad: Energy-Efficient Training of Convolutional Neural Networks via Interleaved Gradient Scheduling.

Nanda K. Unnikrishnan, Keshab K. Parhi

IEEE Trans. Circuits Syst. I Regul. Pap., May, 2023

2022

Multi-Channel FFT Architectures Designed via Folding and Interleaving.

Nanda K. Unnikrishnan, Keshab K. Parhi

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

2021

Correction to "Brain-Inspired Computing: Models and Architectures".

Keshab K. Parhi, Nanda K. Unnikrishnan

IEEE Open J. Circuits Syst., 2021

LayerPipe: Accelerating Deep Neural Network Training by Intra-Layer and Inter-Layer Gradient Pipelining and Multiprocessor Scheduling.

Nanda K. Unnikrishnan, Keshab K. Parhi

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

2020

Brain-Inspired Computing: Models and Architectures.

Keshab K. Parhi, Nanda K. Unnikrishnan

IEEE Open J. Circuits Syst., 2020

A Gradient-Interleaved Scheduler for Energy-Efficient Backpropagation for Training Neural Networks.

Nanda K. Unnikrishnan, Keshab K. Parhi

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

2019

Effect of Finite Word-Length on SQNR, Area and Power for Real-Valued Serial FFT.

Nanda K. Unnikrishnan, Mario Garrido, Keshab K. Parhi

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

2018

A Serial Commutator Fast Fourier Architecture for Real-Valued Signals.

Mario Garrido, Nanda K. Unnikrishnan, Keshab K. Parhi

IEEE Trans. Circuits Syst. II Express Briefs, 2018