Rohan Doshi

15 papers A 1C 1Misc 2Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2024 — conf
Medusa: A 0.83/4.6μJ/Frame 86/91.6%-CIFAR-10 TinyML Processor with Pipelined Pixel Streaming of Bottleneck Layers in 28nm CMOS.
VLSI Technology and Circuits
Rohan Doshi, Massimo Giordano, Justin Olah, Zhidong Cao, Moon Hyung Jang, Luke R. Upton, Athanasios Ramkaj, Boris Murmann
2024 — conf
TinyForge: A Design Space Exploration to Advance Energy and Silicon Area Trade-offs in tinyML Compute Architectures with Custom Latch Arrays.
ASPLOS (3)
Massimo Giordano, Rohan Doshi, Qianyun Lu, Boris Murmann
2022 J jnl
Blockchain based solution design for Energy Exchange Platform.
CoRR
Atharv Bhadange, Rohan Doshi, Tanmay Karmarkar, Snehal Shintre
2022 J jnl
CHIMERA: A 0.92-TOPS, 2.2-TOPS/W Edge AI Accelerator With 2-MByte On-Chip Foundry Resistive RAM for Efficient Training and Inference.
IEEE J. Solid State Circuits
Kartik Prabhu, Albert Gural, Zainab F. Khan, Robert M. Radway, Massimo Giordano, Kalhan Koul, Rohan Doshi, John W. Kustin, Timothy Liu, Gregorio B. Lopes, Victor Turbiner, Win-San Khwa, Yu-Der Chih, Meng-Fan Chang, Guénolé Lallement, Boris Murmann, Subhasish Mitra, Priyanka Raina
2022 J jnl
Predicting Ejection Fraction from Chest X-rays Using Computer Vision for Diagnosing Heart Failure.
CoRR
Walt Williams, Rohan Doshi, Yanran Li, Kexuan Liang
2021 — conf
A 4-bit Mixed-Signal MAC Array with Swing Enhancement and Local Kernel Memory.
MWSCAS
Wei-Han Yu, Massimo Giordano, Rohan Doshi, Minglei Zhang, Pui-In Mak, Rui Paulo Martins, Boris Murmann
2021 — conf
CHIMERA: A 0.92 TOPS, 2.2 TOPS/W Edge AI Accelerator with 2 MByte On-Chip Foundry Resistive RAM for Efficient Training and Inference.
VLSI Circuits
Massimo Giordano, Kartik Prabhu, Kalhan Koul, Robert M. Radway, Albert Gural, Rohan Doshi, Zainab F. Khan, John W. Kustin, Timothy Liu, Gregorio B. Lopes, Victor Turbiner, Win-San Khwa, Yu-Der Chih, Meng-Fan Chang, Guénolé Lallement, Boris Murmann, Subhasish Mitra, Priyanka Raina
2021 A conf
Conformer Parrotron: A Faster and Stronger End-to-End Speech Conversion and Recognition Model for Atypical Speech.
Interspeech
Zhehuai Chen, Bhuvana Ramabhadran, Fadi Biadsy, Xia Zhang, Youzheng Chen, Liyang Jiang, Fang Chu, Rohan Doshi, Pedro J. Moreno
2021 Misc conf
Extending Parrotron: An End-to-End, Speech Conversion and Speech Recognition Model for Atypical Speech.
ICASSP
Rohan Doshi, Youzheng Chen, Liyang Jiang, Xia Zhang, Fadi Biadsy, Bhuvana Ramabhadran, Fang Chu, Andrew Rosenberg, Pedro J. Moreno
2021 J jnl
Pushing the Limits of Capsule Networks.
CoRR
Prem Nair, Rohan Doshi, Stefan Keselj
2020 J jnl
Biofuel-powered soft electronic skin with multiplexed and wireless sensing for human-machine interfaces.
Sci. Robotics
You Yu, Joanna M. Nassar, Changhao Xu, Jihong Min, Yiran Yang, Adam Dai, Rohan Doshi, Adrian Huang, Yu Song, Rachel Gehlhar, Aaron D. Ames, Wei Gao
2018 — conf
Machine Learning DDoS Detection for Consumer Internet of Things Devices.
IEEE Symposium on Security and Privacy Workshops
Rohan Doshi, Noah J. Apthorpe, Nick Feamster
2018 J jnl
Machine Learning DDoS Detection for Consumer Internet of Things Devices.
CoRR
Rohan Doshi, Noah J. Apthorpe, Nick Feamster
2016 C conf
Deep learning neural networks optimization using hardware cost penalty.
ISCAS
Rohan Doshi, Kwok-Wai Hung, Luhong Liang, King Hung Chiu
2015 Misc conf
Matsya: A Cultural Game of Flow and Balance.
CHI PLAY
Joseph Baranoski, Erica Kleinman, Zheng Wang, Martina Tucker, Jonathan Ahnert, Jonas Schell, Rohan Doshi, Stefan Rank, Jichen Zhu