Siming Ma

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 5

Top Topics

Metric Learning

Recurrent Neural Networks

Dynamic Characteristics

Top Venues

IEEE Trans. Emerg. Top. Comput.

Publications

Siming Ma, David Brooks, Gu-Yeon Wei
A Binary-Activation, Multi-Level Weight RNN and Training Algorithm for ADC-/DAC-Free and Noise-Resilient Processing-in-Memory Inference With eNVM. IEEE Trans. Emerg. Top. Comput. 11 (2) (2023)
Shilin Zhang, Cong Lin, Siming Ma
Large margin metric learning for multi-view vehicle re-identification. Neurocomputing 447 (2021)
Siming Ma, David Brooks, Gu-Yeon Wei
A binary-activation, multi-level weight RNN and training algorithm for processing-in-memory inference with eNVM. CoRR (2019)
Lillian Pentecost, Marco Donato, Brandon Reagen, Udit Gupta, Siming Ma, Gu-Yeon Wei, David Brooks
MaxNVM: Maximizing DNN Storage Density and Inference Efficiency with Sparse Encoding and Error Mitigation. MICRO (2019)
Siming Ma, Qijun Chen
Design and implementation of dynamic characteristics tracking system of maglev train based on real-time target and communication interface. ICIA (2015)
Siming Ma, Wuneng Zhou, Shicao Luo, Rui Chen
Projective Synchronization Control of Delayed Recurrent Neural Networks with Markovian Jumping Parameters. CIS (2012)
Xuan Li, Wuneng Zhou, Siming Ma, Shicao Luo, Rui Chen
Function projective synchronization of Liu system and the new Lorenz system with known and unknown parameters. ICNC (2012)