Uttej Kallakuri

According to our database, Uttej Kallakuri authored at least 7 papers between 2019 and 2024.

Collaborative distances:

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

2024

TinyM²Net-V2: A Compact Low-power Software Hardware Architecture for Multimodal Deep Neural Networks.

Hasib-Al Rashid, Utteja Kallakuri, Tinoosh Mohsenin

ACM Trans. Embed. Comput. Syst., May, 2024

Resource-Aware Saliency-Guided Differentiable Pruning for Deep Neural Networks.

Uttej Kallakuri, Edward Humes, Tinoosh Mohsenin

Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

2022

E2HRL: An Energy-efficient Hardware Accelerator for Hierarchical Deep Reinforcement Learning.

Aidin Shiri, Uttej Kallakuri, Hasib-Al Rashid, Bharat Prakash, Nicholas R. Waytowich, Tim Oates, Tinoosh Mohsenin

ACM Trans. Design Autom. Electr. Syst., 2022

2021

A Survey on the Optimization of Neural Network Accelerators for Micro-AI On-Device Inference.

Arnab Neelim Mazumder, Jian Meng, Hasib-Al Rashid, Utteja Kallakuri, Xin Zhang, Jae-Sun Seo, Tinoosh Mohsenin

IEEE J. Emerg. Sel. Topics Circuits Syst., 2021

CoughNet: A Flexible Low Power CNN-LSTM Processor for Cough Sound Detection.

Hasib-Al Rashid, Arnab Neelim Mazumder, Utteja Panchakshara Kallakuri Niyogi, Tinoosh Mohsenin

Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021

2019

Minimizing Classification Energy of Binarized Neural Network Inference for Wearable Devices.

Morteza Hosseini, Hirenkumar Paneliya, Utteja Kallakuri, Mohit Khatwani, Tinoosh Mohsenin

Proceedings of the 20th International Symposium on Quality Electronic Design, 2019

On the Complexity Reduction of Dense Layers from O(N2) to O(NlogN) with Cyclic Sparsely Connected Layers.

Morteza Hosseini, Mark Horton, Hiren Paneliya, Uttej Kallakuri, Houman Homayoun, Tinoosh Mohsenin

Proceedings of the 56th Annual Design Automation Conference 2019, 2019