Sign in
Utteja Kallakuri
Publication Activity (10 Years)
Years Active: 2019-2022
Publications (10 Years): 4
Top Topics
Probabilistic Inference
Wearable Devices
Complexity Reduction
Neural Network
Top Venues
IEEE J. Emerg. Sel. Topics Circuits Syst.
ISQED
ACM Trans. Design Autom. Electr. Syst.
DAC
</>
Publications
</>
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)