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ORCIDRohan Doshi
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2020 – today
- 2024
[c9]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: 1033-1047- [c8]Rohan Doshi, Massimo Giordano, Justin Olah, Zhidong Cao, Moon Hyung Jang, Luke R. Upton, Athanasios Ramkaj, Boris Murmann:
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 2024: 1-2 - 2022
- [j2]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): 1013-1026 (2022) - [i4]Atharv Bhadange, Rohan Doshi, Tanmay Karmarkar, Snehal Shintre:
Blockchain based solution design for Energy Exchange Platform. CoRR abs/2211.13907 (2022) - [i3]Walt Williams, Rohan Doshi, Yanran Li, Kexuan Liang:
Predicting Ejection Fraction from Chest X-rays Using Computer Vision for Diagnosing Heart Failure. CoRR abs/2212.09860 (2022) - 2021
- [c7]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: 6988-6992 - [c6]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: 4828-4832 - [c5]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: 326-329 - [c4]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:
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: 1-2 - [i2]Prem Nair, Rohan Doshi, Stefan Keselj:
Pushing the Limits of Capsule Networks. CoRR abs/2103.08074 (2021) - 2020
- [j1]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): 7946 (2020)
2010 – 2019
- 2018
- [c3]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: 29-35 - [i1]Rohan Doshi, Noah J. Apthorpe, Nick Feamster:
Machine Learning DDoS Detection for Consumer Internet of Things Devices. CoRR abs/1804.04159 (2018) - 2016
- [c2]Rohan Doshi, Kwok-Wai Hung, Luhong Liang, King Hung Chiu:
Deep learning neural networks optimization using hardware cost penalty. ISCAS 2016: 1954-1957 - 2015
- [c1]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: 751-754
Coauthor Index
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last updated on 2024-10-18 20:28 CEST by the dblp team
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