Zhuo Wang

18 papers Misc 2Journal 8Unranked 7
YearRankTypeTitle / Venue / Authors
2017 J jnl
A Low-Energy Machine-Learning Classifier Based on Clocked Comparators for Direct Inference on Analog Sensors.
IEEE Trans. Circuits Syst. I Regul. Pap.
Zhuo Wang, Naveen Verma
2017 J jnl
In-Memory Computation of a Machine-Learning Classifier in a Standard 6T SRAM Array.
IEEE J. Solid State Circuits
Jintao Zhang, Zhuo Wang, Naveen Verma
2017 — —
Relaxing the Implementation of Embedded Sensing Systems through Machine Learning and Statistical Optimization
Zhuo Wang
2016 J jnl
A Large-Area Image Sensing and Detection System Based on Embedded Thin-Film Classifiers.
IEEE J. Solid State Circuits
Warren Rieutort-Louis, Tiffany Moy, Zhuo Wang, Sigurd Wagner, James C. Sturm, Naveen Verma
2016 — conf
A machine-learning classifier implemented in a standard 6T SRAM array.
VLSI Circuits
Jintao Zhang, Zhuo Wang, Naveen Verma
2016 J jnl
Reducing Quantization Errors for Inner-Product Operations in Embedded Digital Signal Processing Systems [Tips&Tricks].
IEEE Signal Process. Mag.
Zhuo Wang, Jintao Zhang, Naveen Verma
2015 — conf
16.2 A large-area image sensing and detection system based on embedded thin-film classifiers.
ISSCC
Warren Rieutort-Louis, Tiffany Moy, Zhuo Wang, Sigurd Wagner, James C. Sturm, Naveen Verma
2015 — conf
18.4 A matrix-multiplying ADC implementing a machine-learning classifier directly with data conversion.
ISSCC
Jintao Zhang, Zhuo Wang, Naveen Verma
2015 — conf
A look at signal analysis in resource-constrained medical-sensor applications.
BioCAS
Naveen Verma, Zhuo Wang, Jintao Zhang
2015 — conf
A seizure-detection IC employing machine learning to overcome data-conversion and analog-processing non-idealities.
CICC
Jintao Zhang, Liechao Huang, Zhuo Wang, Naveen Verma
2015 J jnl
Error Adaptive Classifier Boosting (EACB): Leveraging Data-Driven Training Towards Hardware Resilience for Signal Inference.
IEEE Trans. Circuits Syst. I Regul. Pap.
Zhuo Wang, Robert E. Schapire, Naveen Verma
2015 J jnl
Hardware Specialization in Low-power Sensing Applications to Address Energy and Resilience.
J. Signal Process. Syst.
Zhuo Wang, Kyong-Ho Lee, Naveen Verma
2015 J jnl
Overcoming Computational Errors in Sensing Platforms Through Embedded Machine-Learning Kernels.
IEEE Trans. Very Large Scale Integr. Syst.
Zhuo Wang, Kyong-Ho Lee, Naveen Verma
2015 J jnl
Realizing Low-Energy Classification Systems by Implementing Matrix Multiplication Directly Within an ADC.
IEEE Trans. Biomed. Circuits Syst.
Zhuo Wang, Jintao Zhang, Naveen Verma
2015 Misc conf
Reducing quantization error in low-energy FIR filter accelerators.
ICASSP
Zhuo Wang, Jintao Zhang, Naveen Verma
2014 — conf
Enabling hardware relaxations through statistical learning.
Allerton
Zhuo Wang, Naveen Verma
2014 Misc conf
Error-adaptive classifier boosting (EACB): Exploiting data-driven training for highly fault-tolerant hardware.
ICASSP
Zhuo Wang, Robert E. Schapire, Naveen Verma
2013 — conf
Hardware specialization of machine-learning kernels: Possibilities for applications and possibilities for the platform design space (Invited).
SiPS
Kyong-Ho Lee, Zhuo Wang, Naveen Verma