Deepak Kadetotad

24 papers A 4C 2Misc 2Journal 8Unranked 7
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Quality and Complexity Tradeoffs for DNN-Based Binaural Speech Enhancement in Hearing Aids.
ICASSP
Parth Mishra, Deepak Kadetotad, Eric A. Durant, Terence Betlehem, Martin F. McKinney
2020 J jnl
A Smart Hardware Security Engine Combining Entropy Sources of ECG, HRV, and SRAM PUF for Authentication and Secret Key Generation.
IEEE J. Solid State Circuits
Sai Kiran Cherupally, Shihui Yin, Deepak Kadetotad, ChiSung Bae, Sang Joon Kim, Jae-sun Seo
2020 J jnl
An 8.93 TOPS/W LSTM Recurrent Neural Network Accelerator Featuring Hierarchical Coarse-Grain Sparsity for On-Device Speech Recognition.
IEEE J. Solid State Circuits
Deepak Kadetotad, Shihui Yin, Visar Berisha, Chaitali Chakrabarti, Jae-sun Seo
2020 A conf
Compressing LSTM Networks with Hierarchical Coarse-Grain Sparsity.
INTERSPEECH
Deepak Kadetotad, Jian Meng, Visar Berisha, Chaitali Chakrabarti, Jae-sun Seo
2020 J jnl
ECG Authentication Hardware Design With Low-Power Signal Processing and Neural Network Optimization With Low Precision and Structured Compression.
IEEE Trans. Biomed. Circuits Syst.
Sai Kiran Cherupally, Shihui Yin, Deepak Kadetotad, Gaurav Srivastava, ChiSung Bae, Sang Joon Kim, Jae-sun Seo
2019 J jnl
A 1.06- $\mu$ W Smart ECG Processor in 65-nm CMOS for Real-Time Biometric Authentication and Personal Cardiac Monitoring.
IEEE J. Solid State Circuits
Shihui Yin, Minkyu Kim, Deepak Kadetotad, Yang Liu, ChiSung Bae, Sang Joon Kim, Yu Cao, Jae-sun Seo
2019 — conf
A 8.93-TOPS/W LSTM Recurrent Neural Network Accelerator Featuring Hierarchical Coarse-Grain Sparsity With All Parameters Stored On-Chip.
ESSCIRC
Deepak Kadetotad, Visar Berisha, Chaitali Chakrabarti, Jae-sun Seo
2019 J jnl
A Real-Time 17-Scale Object Detection Accelerator With Adaptive 2000-Stage Classification in 65 nm CMOS.
IEEE Trans. Circuits Syst. I Regul. Pap.
Minkyu Kim, Abinash Mohanty, Deepak Kadetotad, Luning Wei, Xiaofei He, Yu Cao, Jae-sun Seo
2019 — conf
A Smart Hardware Security Engine Combining Entropy Sources of ECG, HRV and SRAM PUF for Authentication and Secret Key Generation.
A-SSCC
Sai Kiran Cherupally, Shihui Yin, Deepak Kadetotad, ChiSung Bae, Sang Joon Kim, Jae-sun Seo
2019 C conf
ECG Authentication Neural Network Hardware Design with Collective Optimization of Low Precision and Structured Compression.
ISCAS
Sai Kiran Cherupally, Gaurav Srivastava, Shihui Yin, Deepak Kadetotad, ChiSung Bae, Sang Joon Kim, Jae-sun Seo
2019 Misc conf
Joint Optimization of Quantization and Structured Sparsity for Compressed Deep Neural Networks.
ICASSP
Gaurav Srivastava, Deepak Kadetotad, Shihui Yin, Visar Berisha, Chaitali Chakrabarti, Jae-sun Seo
2019 — —
On-Chip Learning and Inference Acceleration of Sparse Representations.
Deepak Kadetotad
2018 J jnl
Power, Performance, and Area Benefit of Monolithic 3D ICs for On-Chip Deep Neural Networks Targeting Speech Recognition.
ACM J. Emerg. Technol. Comput. Syst.
Kyungwook Chang, Deepak Kadetotad, Yu Cao, Jae-sun Seo, Sung Kyu Lim
2017 — conf
A real-time 17-scale object detection accelerator with adaptive 2000-stage classification in 65nm CMOS.
ASP-DAC
Minkyu Kim, Abinash Mohanty, Deepak Kadetotad, Naveen Suda, Luning Wei, Pooja Saseendran, Xiaofei He, Yu Cao, Jae-sun Seo
2017 C conf
A real-time 17-scale object detection accelerator with adaptive 2000-stage classification in 65nm CMOS.
ISCAS
Minkyu Kim, Abinash Mohanty, Deepak Kadetotad, Naveen Suda, Luning Wei, Pooja Saseendran, Xiaofei He, Yu Cao, Jae-sun Seo
2017 — conf
Comprehensive Evaluation of OpenCL-Based CNN Implementations for FPGAs.
IWANN (2)
Ricardo Tapiador-Morales, Antonio Rios-Navarro, Alejandro Linares-Barranco, Minkyu Kim, Deepak Kadetotad, Jae-sun Seo
2017 — conf
Low-power neuromorphic speech recognition engine with coarse-grain sparsity.
ASP-DAC
Shunti Yin, Deepak Kadetotad, Bonan Yan, Chang Song, Yiran Chen, Chaitali Chakrabarti, Jae-sun Seo
2017 A conf
Monolithic 3D IC designs for low-power deep neural networks targeting speech recognition.
ISLPED
Kyungwook Chang, Deepak Kadetotad, Yu Cao, Jae-sun Seo, Sung Kyu Lim
2016 J jnl
Comprehensive Evaluation of OpenCL-based Convolutional Neural Network Accelerators in Xilinx and Altera FPGAs.
CoRR
Ricardo Tapiador, Antonio Rios-Navarro, Alejandro Linares-Barranco, Minkyu Kim, Deepak Kadetotad, Jae-sun Seo
2016 A conf
Efficient memory compression in deep neural networks using coarse-grain sparsification for speech applications.
ICCAD
Deepak Kadetotad, Sairam Arunachalam, Chaitali Chakrabarti, Jae-sun Seo
2015 J jnl
Parallel Architecture With Resistive Crosspoint Array for Dictionary Learning Acceleration.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Deepak Kadetotad, Zihan Xu, Abinash Mohanty, Pai-Yu Chen, Binbin Lin, Jieping Ye, Sarma B. K. Vrudhula, Shimeng Yu, Yu Cao, Jae-sun Seo
2015 A conf
Technology-design co-optimization of resistive cross-point array for accelerating learning algorithms on chip.
DATE
Pai-Yu Chen, Deepak Kadetotad, Zihan Xu, Abinash Mohanty, Binbin Lin, Jieping Ye, Sarma B. K. Vrudhula, Jae-sun Seo, Yu Cao, Shimeng Yu
2014 — conf
Neurophysics-inspired parallel architecture with resistive crosspoint array for dictionary learning.
BioCAS
Deepak Kadetotad, Zihan Xu, Abinash Mohanty, Pai-Yu Chen, Binbin Lin, Jieping Ye, Sarma B. K. Vrudhula, Shimeng Yu, Yu Cao, Jae-sun Seo
2014 — conf
Parallel Programming of Resistive Cross-point Array for Synaptic Plasticity.
BICA
Zihan Xu, Abinash Mohanty, Pai-Yu Chen, Deepak Kadetotad, Binbin Lin, Jieping Ye, Sarma B. K. Vrudhula, Shimeng Yu, Jae-sun Seo, Yu Cao