Zhuo Wang

Publication Activity (10 Years)

Years Active: 2013-2017
Publications (10 Years): 5

Top Topics

Quantization Error

Discriminative Classifiers

Classification Systems

Digital Signal Processing

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

IEEE J. Solid State Circuits

Publications

Zhuo Wang, Naveen Verma
A Low-Energy Machine-Learning Classifier Based on Clocked Comparators for Direct Inference on Analog Sensors. IEEE Trans. Circuits Syst. I Regul. Pap. (11) (2017)
Jintao Zhang, Zhuo Wang, Naveen Verma
In-Memory Computation of a Machine-Learning Classifier in a Standard 6T SRAM Array. IEEE J. Solid State Circuits 52 (4) (2017)
Warren Rieutort-Louis, Tiffany Moy, Zhuo Wang, Sigurd Wagner, James C. Sturm, Naveen Verma
A Large-Area Image Sensing and Detection System Based on Embedded Thin-Film Classifiers. IEEE J. Solid State Circuits 51 (1) (2016)
Zhuo Wang, Jintao Zhang, Naveen Verma
Reducing Quantization Errors for Inner-Product Operations in Embedded Digital Signal Processing Systems [Tips&Tricks]. IEEE Signal Process. Mag. 33 (6) (2016)
Jintao Zhang, Zhuo Wang, Naveen Verma
A machine-learning classifier implemented in a standard 6T SRAM array. VLSI Circuits (2016)
Warren Rieutort-Louis, Tiffany Moy, Zhuo Wang, Sigurd Wagner, James C. Sturm, Naveen Verma
16.2 A large-area image sensing and detection system based on embedded thin-film classifiers. ISSCC (2015)
Zhuo Wang, Kyong-Ho Lee, Naveen Verma
Overcoming Computational Errors in Sensing Platforms Through Embedded Machine-Learning Kernels. IEEE Trans. Very Large Scale Integr. Syst. 23 (8) (2015)
Zhuo Wang, Kyong-Ho Lee, Naveen Verma
Hardware Specialization in Low-power Sensing Applications to Address Energy and Resilience. J. Signal Process. Syst. 78 (1) (2015)
Naveen Verma, Zhuo Wang, Jintao Zhang
A look at signal analysis in resource-constrained medical-sensor applications. BioCAS (2015)
Zhuo Wang, Robert E. Schapire, Naveen Verma
Error Adaptive Classifier Boosting (EACB): Leveraging Data-Driven Training Towards Hardware Resilience for Signal Inference. IEEE Trans. Circuits Syst. I Regul. Pap. (4) (2015)
Zhuo Wang, Jintao Zhang, Naveen Verma
Realizing Low-Energy Classification Systems by Implementing Matrix Multiplication Directly Within an ADC. IEEE Trans. Biomed. Circuits Syst. 9 (6) (2015)
Jintao Zhang, Zhuo Wang, Naveen Verma
18.4 A matrix-multiplying ADC implementing a machine-learning classifier directly with data conversion. ISSCC (2015)
Jintao Zhang, Liechao Huang, Zhuo Wang, Naveen Verma
A seizure-detection IC employing machine learning to overcome data-conversion and analog-processing non-idealities. CICC (2015)
Zhuo Wang, Jintao Zhang, Naveen Verma
Reducing quantization error in low-energy FIR filter accelerators. ICASSP (2015)
Zhuo Wang, Naveen Verma
Enabling hardware relaxations through statistical learning. Allerton (2014)
Zhuo Wang, Robert E. Schapire, Naveen Verma
Error-adaptive classifier boosting (EACB): Exploiting data-driven training for highly fault-tolerant hardware. ICASSP (2014)
Kyong-Ho Lee, Zhuo Wang, Naveen Verma
Hardware specialization of machine-learning kernels: Possibilities for applications and possibilities for the platform design space (Invited). SiPS (2013)