Nitish Satya Murthy

According to our database, Nitish Satya Murthy authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

2025

Efficient Precision-Scalable Hardware for Microscaling (MX) Processing in Robotics Learning.

Stef Cuyckens, Xiaoling Yi, Nitish Satya Murthy, Chao Fang, Marian Verhelst

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2025

2024

Optimization of block-scaled integer GeMMs for efficient DNN deployment on scalable in-order vector processors.

Nitish Satya Murthy, Francky Catthoor, Marian Verhelst

J. Syst. Archit., 2024

Efficient DNN Training Using Vectorized Block-Scaled GeMMs with Adaptive Block Shapes.

Nitish Satya Murthy, Nathan Laubeuf, Debjyoti Bhattacharjee, Francky Catthoor, Marian Verhelst

Proceedings of the VLSI-SoC: Technology Advancement on SoC Design - 32nd IFIP/IEEE International Conference on Very Large Scale Integration, 2024

Adaptive Block-Scaled GeMMs on Vector Processors for DNN Training at the Edge.

Nitish Satya Murthy, Nathan Laubeuf, Debjyoti Bhattacharjee, Francky Catthoor, Marian Verhelst

Proceedings of the 32nd IFIP/IEEE International Conference on Very Large Scale Integration, 2024

2023

Quantized Dynamics Models for Hardware-Efficient Control and Planning in Model-Based RL.

Nitish Satya Murthy, Francky Catthoor, Marian Verhelst, Peter Vrancx

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

2022

Learn to Learn on Chip: Hardware-aware Meta-learning for Quantized Few-shot Learning at the Edge.

Nitish Satya Murthy, Peter Vrancx, Nathan Laubeuf, Peter Debacker, Francky Catthoor, Marian Verhelst

Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022