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Rohan Doshi
ORCID
Publication Activity (10 Years)
Years Active: 2015-2024
Publications (10 Years): 13
Top Topics
Structured Prediction
Design Space Exploration
Heart Failure
Cepstral Coefficients
Top Venues
CoRR
ASPLOS (3)
CHI PLAY
ICASSP
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Publications
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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)