Utteja Kallakuri

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 5

Top Topics

Sparsely Connected

Hardware Architecture

Hierarchical Reinforcement Learning

Top Venues

ACM Trans. Embed. Comput. Syst.

IEEE J. Emerg. Sel. Topics Circuits Syst.

ACM Trans. Design Autom. Electr. Syst.

Publications

Hasib-Al Rashid, Utteja Kallakuri, Tinoosh Mohsenin
Net-V2: A Compact Low-power Software Hardware Architecture for Multimodal Deep Neural Networks. ACM Trans. Embed. Comput. Syst. 23 (3) (2024)
Aidin Shiri, Utteja Kallakuri, Hasib-Al Rashid, Bharat Prakash, Nicholas R. Waytowich, Tim Oates, Tinoosh Mohsenin
E2HRL: An Energy-efficient Hardware Accelerator for Hierarchical Deep Reinforcement Learning. ACM Trans. Design Autom. Electr. Syst. 27 (5) (2022)
Arnab Neelim Mazumder, Jian Meng, Hasib-Al-Rashid, Utteja Kallakuri, Xin Zhang, Jae-Sun Seo, Tinoosh Mohsenin
A Survey on the Optimization of Neural Network Accelerators for Micro-AI On-Device Inference. IEEE J. Emerg. Sel. Topics Circuits Syst. 11 (4) (2021)
Morteza Hosseini, Hirenkumar Paneliya, Utteja Kallakuri, Mohit Khatwani, Tinoosh Mohsenin
Minimizing Classification Energy of Binarized Neural Network Inference for Wearable Devices. ISQED (2019)
Morteza Hosseini, Mark Horton, Hiren Paneliya, Utteja Kallakuri, Houman Homayoun, Tinoosh Mohsenin
On the Complexity Reduction of Dense Layers from O(N2) to O(NlogN) with Cyclic Sparsely Connected Layers. DAC (2019)