Rohan Doshi

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 13

Top Topics

Structured Prediction

Design Space Exploration

Cepstral Coefficients

Top Venues

Publications

Massimo Giordano, Rohan Doshi, Qianyun Lu, Boris Murmann
TinyForge: A Design Space Exploration to Advance Energy and Silicon Area Trade-offs in tinyML Compute Architectures with Custom Latch Arrays. ASPLOS (3) (2024)
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
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 57 (4) (2022)
Walt Williams, Rohan Doshi, Yanran Li, Kexuan Liang
Predicting Ejection Fraction from Chest X-rays Using Computer Vision for Diagnosing Heart Failure. CoRR (2022)
Atharv Bhadange, Rohan Doshi, Tanmay Karmarkar, Snehal Shintre
Blockchain based solution design for Energy Exchange Platform. CoRR (2022)
Wei-Han Yu, Massimo Giordano, Rohan Doshi, Minglei Zhang, Pui-In Mak, Rui Paulo Martins, Boris Murmann
A 4-bit Mixed-Signal MAC Array with Swing Enhancement and Local Kernel Memory. MWSCAS (2021)
Prem Nair, Rohan Doshi, Stefan Keselj
Pushing the Limits of Capsule Networks. CoRR (2021)
Rohan Doshi, Youzheng Chen, Liyang Jiang, Xia Zhang, Fadi Biadsy, Bhuvana Ramabhadran, Fang Chu, Andrew Rosenberg, Pedro J. Moreno
Extending Parrotron: An End-to-End, Speech Conversion and Speech Recognition Model for Atypical Speech. ICASSP (2021)
Massimo Giordano, Kartik Prabhu, Kalhan Koul, Robert 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
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 (2021)
Zhehuai Chen, Bhuvana Ramabhadran, Fadi Biadsy, Xia Zhang, Youzheng Chen, Liyang Jiang, Fang Chu, Rohan Doshi, Pedro J. Moreno
Conformer Parrotron: A Faster and Stronger End-to-End Speech Conversion and Recognition Model for Atypical Speech. Interspeech (2021)
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
Biofuel-powered soft electronic skin with multiplexed and wireless sensing for human-machine interfaces. Sci. Robotics 5 (41) (2020)
Rohan Doshi, Noah J. Apthorpe, Nick Feamster
Machine Learning DDoS Detection for Consumer Internet of Things Devices. IEEE Symposium on Security and Privacy Workshops (2018)
Rohan Doshi, Noah J. Apthorpe, Nick Feamster
Machine Learning DDoS Detection for Consumer Internet of Things Devices. CoRR (2018)
Rohan Doshi, Kwok-Wai Hung, Luhong Liang, King Hung Chiu
Deep learning neural networks optimization using hardware cost penalty. ISCAS (2016)
Joseph Baranoski, Erica Kleinman, Zheng Wang, Martina Tucker, Jonathan Ahnert, Jonas Schell, Rohan Doshi, Stefan Rank, Jichen Zhu
Matsya: A Cultural Game of Flow and Balance. CHI PLAY (2015)