Nitthilan Kannappan Jayakodi

According to our database, Nitthilan Kannappan Jayakodi authored at least 11 papers between 2018 and 2024.

Collaborative distances:

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

2024

Effectiveness of Tree-based Ensembles for Anomaly Discovery: Insights, Batch and Streaming Active Learning.

Shubhomoy Das, Md. Rakibul Islam, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa

J. Artif. Intell. Res., 2024

2021

A General Hardware and Software Co-Design Framework for Energy-Efficient Edge AI.

Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa, Partha Pratim Pande

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

2020

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

Nitthilan Kanappan Jayakodi, Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa

ACM Trans. Embed. Comput. Syst., 2020

SETGAN: Scale and Energy Trade-off GANs for Image Applications on Mobile Platforms.

Nitthilan Kanappan Jayakodi, Janardhan Rao Doppa, Partha Pratim Pande

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

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

Biresh Kumar Joardar, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa, Hai Li, Partha Pratim Pande, Krishnendu Chakrabarty

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

PETNet: Polycount and Energy Trade-off Deep Networks for Producing 3D Objects from Images.

Nitthilan Kanappan Jayakodi, Janardhan Rao Doppa, Partha Pratim Pande

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization.

Syrine Belakaria, Aryan Deshwal, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

MOOS: A Multi-Objective Design Space Exploration and Optimization Framework for NoC Enabled Manycore Systems.

Aryan Deshwal, Nitthilan Kannappan Jayakodi, Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande

ACM Trans. Embed. Comput. Syst., 2019

Active Anomaly Detection via Ensembles: Insights, Algorithms, and Interpretability.

Shubhomoy Das, Md. Rakibul Islam, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa

CoRR, 2019

2018

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

Nitthilan Kannappan Jayakodi, Anwesha Chatterjee, Wonje Choi, Janardhan Rao Doppa, Partha Pratim Pande

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018

Active Anomaly Detection via Ensembles.

Shubhomoy Das, Md. Rakibul Islam, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa

CoRR, 2018