Nitthilan Kannappan Jayakodi

Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization

Syrine Belakaria, Aryan Deshwal, Nitthilan Kannappan Jayakodi et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 69 citations · Full text

Design Space Exploration, Model Optimization, Large-scale Global Optimization +14

Trading-Off Accuracy and Energy of Deep Inference on Embedded Systems: A Co-Design Approach

Nitthilan Kannappan Jayakodi, Anwesha Chatterjee, Wonje Choi et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2018 · 36 citations · Full text

Design and Optimization of Energy-Accuracy Tradeoff Networks for Mobile Platforms via Pretrained Deep Models

Nitthilan Kannappan Jayakodi, Syrine Belakaria, Aryan Deshwal et al. · ACM Transactions on Embedded Computing Systems · 2020 · 31 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22

MOOS

Aryan Deshwal, Nitthilan Kannappan Jayakodi, Biresh Kumar Joardar et al. · ACM Transactions on Embedded Computing Systems · 2019 · 27 citations · Full text

Design Space Exploration, Heterogeneous Computing, Manycore Systems +12

GRAMARCH: A GPU-ReRAM based Heterogeneous Architecture for Neural Image Segmentation

Biresh Kumar Joardar, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa et al. · 2020 · 17 citations

Convolutional Neural Network, Engineering, Machine Learning +19