Zhuo Wang
Zhuo Wang
Electrical Engineering, Princeton University
Verified email at princeton.edu - Homepage
Title
Cited by
Cited by
Year
Pact: Parameterized clipping activation for quantized neural networks
J Choi, Z Wang, S Venkataramani, PIJ Chuang, V Srinivasan, ...
arXiv preprint arXiv:1805.06085, 2018
2982018
In-memory computation of a machine-learning classifier in a standard 6T SRAM array
J Zhang, Z Wang, N Verma
IEEE Journal of Solid-State Circuits 52 (4), 915-924, 2017
2222017
A machine-learning classifier implemented in a standard 6T SRAM array
J Zhang, Z Wang, N Verma
2016 ieee symposium on vlsi circuits (vlsi-circuits), 1-2, 2016
1012016
Accurate and Efficient 2-bit Quantized Neural Networks.
J Choi, S Venkataramani, V Srinivasan, K Gopalakrishnan, Z Wang, ...
MLSys, 2019
682019
18.4 A matrix-multiplying ADC implementing a machine-learning classifier directly with data conversion
J Zhang, Z Wang, N Verma
2015 IEEE International Solid-State Circuits Conference-(ISSCC) Digest of …, 2015
392015
Bridging the accuracy gap for 2-bit quantized neural networks (qnn)
J Choi, PIJ Chuang, Z Wang, S Venkataramani, V Srinivasan, ...
arXiv preprint arXiv:1807.06964, 2018
372018
Realizing low-energy classification systems by implementing matrix multiplication directly within an ADC
Z Wang, J Zhang, N Verma
IEEE transactions on biomedical circuits and systems 9 (6), 825-837, 2015
372015
A large-area image sensing and detection system based on embedded thin-film classifiers
W Rieutort-Louis, T Moy, Z Wang, S Wagner, JC Sturm, N Verma
IEEE Journal of Solid-State Circuits 51 (1), 281-290, 2015
352015
Overcoming computational errors in sensing platforms through embedded machine-learning kernels
Z Wang, KH Lee, N Verma
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 23 (8 …, 2014
332014
Error adaptive classifier boosting (EACB): Leveraging data-driven training towards hardware resilience for signal inference
Z Wang, RE Schapire, N Verma
IEEE Transactions on Circuits and Systems I: Regular Papers 62 (4), 1136-1145, 2015
312015
A low-energy machine-learning classifier based on clocked comparators for direct inference on analog sensors
Z Wang, N Verma
IEEE Transactions on Circuits and Systems I: Regular Papers 64 (11), 2954-2965, 2017
242017
Error-Adaptive Classifier Boosting (EACB): exploiting data-driven training for highly fault-tolerant hardware
Z Wang, RE Schapire, N Verma
IEEE Int'l Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2014
232014
A seizure-detection IC employing machine learning to overcome data-conversion and analog-processing non-idealities
J Zhang, L Huang, Z Wang, N Verma
2015 IEEE Custom Integrated Circuits Conference (CICC), 1-4, 2015
112015
True gradient-based training of deep binary activated neural networks via continuous binarization
C Sakr, J Choi, Z Wang, K Gopalakrishnan, N Shanbhag
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
102018
Reducing quantization error in low-energy FIR filter accelerators
Z Wang, J Zhang, N Verma
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
72015
Enabling Hardware Relaxations through Statistical Learning
Z Wang, N Verma
IEEE Annual Allerton Conference on Communication, Control, and Computing …, 2014
62014
Pact: Parameterized clipping activation for quantized neural networks. arXiv 2018
J Choi, Z Wang, S Venkataramani, PIJ Chuang, V Srinivasan, ...
arXiv preprint arXiv:1805.06085, 0
6
Hardware Specialization in Low-power Sensing Applications to Address Energy and Resilience
Z Wang, KH Lee, N Verma
Journal of Signal Processing Systems 78 (1), 49-62, 2015
42015
Hardware Specialization of Machine-learning Kernels: possibilities for applications and possibilities for the platform design space
KH Lee, Z Wang, N Verma
IEEE Workshop on Signal Processing Systems (SiPS), 2013
32013
Reducing quantization errors for inner-product operations in embedded digital signal processing systems [Tips&Tricks]
Z Wang, J Zhang, N Verma
IEEE Signal Processing Magazine 33 (6), 141-147, 2016
22016
The system can't perform the operation now. Try again later.
Articles 1–20