Rohan Doshi

According to our database, Rohan Doshi authored at least 13 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Medusa: A 0.83/4.6μJ/Frame 86/91.6%-CIFAR-10 TinyML Processor with Pipelined Pixel Streaming of Bottleneck Layers in 28nm CMOS.

Rohan Doshi, Massimo Giordano, Justin Olah, Zhidong Cao, Moon Hyung Jang, Luke R. Upton, Athanasios Ramkaj, Boris Murmann

Proceedings of the IEEE Symposium on VLSI Technology and Circuits 2024, 2024

TinyForge: A Design Space Exploration to Advance Energy and Silicon Area Trade-offs in tinyML Compute Architectures with Custom Latch Arrays.

Massimo Giordano, Rohan Doshi, Qianyun Lu, Boris Murmann

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2022

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.

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

IEEE J. Solid State Circuits, 2022

Predicting Ejection Fraction from Chest X-rays Using Computer Vision for Diagnosing Heart Failure.

Walt Williams, Rohan Doshi, Yanran Li, Kexuan Liang

CoRR, 2022

Blockchain based solution design for Energy Exchange Platform.

Atharv Bhadange, Rohan Doshi, Tanmay Karmarkar, Snehal Shintre

CoRR, 2022

2021

Pushing the Limits of Capsule Networks.

Prem Nair, Rohan Doshi, Stefan Keselj

CoRR, 2021

A 4-bit Mixed-Signal MAC Array with Swing Enhancement and Local Kernel Memory.

Wei-Han Yu, Massimo Giordano, Rohan Doshi, Minglei Zhang, Pui-In Mak, Rui Paulo Martins, Boris Murmann

Proceedings of the 64th IEEE International Midwest Symposium on Circuits and Systems, 2021

Conformer Parrotron: A Faster and Stronger End-to-End Speech Conversion and Recognition Model for Atypical Speech.

Zhehuai Chen, Bhuvana Ramabhadran, Fadi Biadsy, Xia Zhang, Youzheng Chen, Liyang Jiang, Fang Chu, Rohan Doshi, Pedro J. Moreno

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Extending Parrotron: An End-to-End, Speech Conversion and Speech Recognition Model for Atypical Speech.

Rohan Doshi, Youzheng Chen, Liyang Jiang, Xia Zhang, Fadi Biadsy, Bhuvana Ramabhadran, Fang Chu, Andrew Rosenberg, Pedro J. Moreno

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Biofuel-powered soft electronic skin with multiplexed and wireless sensing for human-machine interfaces.

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

Sci. Robotics, 2020

2018

Machine Learning DDoS Detection for Consumer Internet of Things Devices.

Rohan Doshi, Noah J. Apthorpe, Nick Feamster

Proceedings of the 2018 IEEE Security and Privacy Workshops, 2018

2016

Deep learning neural networks optimization using hardware cost penalty.

Rohan Doshi, Kwok-Wai Hung, Luhong Liang, King Hung Chiu

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

2015

Matsya: A Cultural Game of Flow and Balance.

Joseph Baranoski, Erica Kleinman, Zheng Wang, Martina Tucker, Jonathan Ahnert, Jonas Schell, Rohan Doshi, Stefan Rank, Jichen Zhu

Proceedings of the 2015 Annual Symposium on Computer-Human Interaction in Play, 2015