Nanda K. Unnikrishnan

14 papers A 1C 3Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 — conf
LayerPipe2: Multistage Pipelining and Weight Recompute via Improved Exponential Moving Average for Training Neural Networks.
IEEECONF
Nanda K. Unnikrishnan, Keshab K. Parhi
2025 J jnl
LayerPipe2: Multistage Pipelining and Weight Recompute via Improved Exponential Moving Average for Training Neural Networks.
CoRR
Nanda K. Unnikrishnan, Keshab K. Parhi
2023 J jnl
InterGrad: Energy-Efficient Training of Convolutional Neural Networks via Interleaved Gradient Scheduling.
IEEE Trans. Circuits Syst. I Regul. Pap.
Nanda K. Unnikrishnan, Keshab K. Parhi
2023 J jnl
SCV-GNN: Sparse Compressed Vector-Based Graph Neural Network Aggregation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Nanda K. Unnikrishnan, Joe Gould, Keshab K. Parhi
2023 J jnl
SCV-GNN: Sparse Compressed Vector-based Graph Neural Network Aggregation.
CoRR
Nanda K. Unnikrishnan, Joe Gould, Keshab K. Parhi
2022 C conf
Multi-Channel FFT Architectures Designed via Folding and Interleaving.
ISCAS
Nanda K. Unnikrishnan, Keshab K. Parhi
2022 J jnl
Multi-Channel FFT Architectures Designed via Folding and Interleaving.
CoRR
Nanda K. Unnikrishnan, Keshab K. Parhi
2021 J jnl
Correction to "Brain-Inspired Computing: Models and Architectures".
IEEE Open J. Circuits Syst.
Keshab K. Parhi, Nanda K. Unnikrishnan
2021 A conf
LayerPipe: Accelerating Deep Neural Network Training by Intra-Layer and Inter-Layer Gradient Pipelining and Multiprocessor Scheduling.
ICCAD
Nanda K. Unnikrishnan, Keshab K. Parhi
2021 J jnl
LayerPipe: Accelerating Deep Neural Network Training by Intra-Layer and Inter-Layer Gradient Pipelining and Multiprocessor Scheduling.
CoRR
Nanda K. Unnikrishnan, Keshab K. Parhi
2020 C conf
A Gradient-Interleaved Scheduler for Energy-Efficient Backpropagation for Training Neural Networks.
ISCAS
Nanda K. Unnikrishnan, Keshab K. Parhi
2020 J jnl
Brain-Inspired Computing: Models and Architectures.
IEEE Open J. Circuits Syst.
Keshab K. Parhi, Nanda K. Unnikrishnan
2019 C conf
Effect of Finite Word-Length on SQNR, Area and Power for Real-Valued Serial FFT.
ISCAS
Nanda K. Unnikrishnan, Mario Garrido, Keshab K. Parhi
2018 J jnl
A Serial Commutator Fast Fourier Architecture for Real-Valued Signals.
IEEE Trans. Circuits Syst. II Express Briefs
Mario Garrido, Nanda K. Unnikrishnan, Keshab K. Parhi