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Kangjun Bai
ORCID
Publication Activity (10 Years)
Years Active: 2016-2023
Publications (10 Years): 21
Top Topics
Delayed Feedback
Neural Network
Energy Efficient
Hardware Implementation
Top Venues
ISQED
DAC
ICCAD
IEEE Trans. Circuits Syst. I Regul. Pap.
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Publications
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Kangjun Bai
,
Daniel Titcombe
,
Jack Lombardi
,
Clare Thiem
,
Nathaniel Cady
Moving Towards Game-Changing Technology: Fabrication and Application of HfO2 RRAM for In-Memory Computing.
ISQED
(2023)
Zhou Zhou
,
Kangjun Bai
,
Nima Mohammadi
,
Yang Yi
,
Lingjia Liu
Making Intelligent Reflecting Surfaces More Intelligent: A Roadmap Through Reservoir Computing.
IEEE Netw.
36 (2) (2022)
Hongyu An
,
Kangjun Bai
,
Yang Yi
Three-dimensional Memristive Deep Neural Network with Programmable Attention Mechanism.
ISQED
(2021)
Osaze Shears
,
Kangjun Bai
,
Lingjia Liu
,
Yang Yi
A Hybrid FPGA-ASIC Delayed Feedback Reservoir System to Enable Spectrum Sensing/Sharing for Low Power IoT Devices ICCAD Special Session Paper.
ICCAD
(2021)
Honghao Zheng
,
Nima Mohammadi
,
Kangjun Bai
,
Yang Yi
Low-power Analog and Mixed-signal IC Design of Multiplexing Neural Encoder in Neuromorphic Computing.
ISQED
(2021)
Kangjun Bai
,
Clare Thiem
,
Nathan McDonald
,
Lisa Loomis
,
Yang Yi
Toward Intelligence in Communication Networks: A Deep Learning Identification Strategy for Radio Frequency Fingerprints.
ISQED
(2021)
Zhou Zhou
,
Kangjun Bai
,
Nima Mohammadi
,
Yang Yi
,
Lingjia Liu
Making Intelligent Reflecting Surfaces More Intelligent: A Roadmap Through Reservoir Computing.
CoRR
(2021)
Kangjun Bai
,
Lingjia Liu
,
Yang Yi
Spatial-Temporal Hybrid Neural Network With Computing-in-Memory Architecture.
IEEE Trans. Circuits Syst. I Regul. Pap.
68 (7) (2021)
Kangjun Bai
,
Lingjia Liu
,
Zhou Zhou
,
Yang Yi
Detection Through Deep Neural Networks: A Reservoir Computing Approach for MIMO-OFDM Symbol Detection.
ICCAD
(2020)
Kangjun Bai
,
Yang Yi
,
Zhou Zhou
,
Shashank Jere
,
Lingjia Liu
Moving Toward Intelligence: Detecting Symbols on 5G Systems Through Deep Echo State Network.
IEEE J. Emerg. Sel. Topics Circuits Syst.
10 (2) (2020)
Kangjun Bai
,
Qiyuan An
,
Lingjia Liu
,
Yang Yi
A Training-Efficient Hybrid-Structured Deep Neural Network With Reconfigurable Memristive Synapses.
IEEE Trans. Very Large Scale Integr. Syst.
28 (1) (2020)
Chenyuan Zhao
,
Qiyuan An
,
Kangjun Bai
,
Bryant Wysocki
,
Clare Thiem
,
Lingjia Liu
,
Yang Yi
Energy Efficient Temporal Spatial Information Processing Circuits Based on STDP and Spike Iteration.
IEEE Trans. Circuits Syst. II Express Briefs
(10) (2020)
Qiyuan An
,
Kangjun Bai
,
Lingjia Liu
,
Fangyang Shen
,
Yang Yi
A unified information perceptron using deep reservoir computing.
Comput. Electr. Eng.
85 (2020)
Qiyuan An
,
Kangjun Bai
,
Moqi Zhang
,
Yang Yi
,
Yifang Liu
Deep Neural Network Based Speech Recognition Systems Under Noise Perturbations.
ISQED
(2020)
Kangjun Bai
,
Shiya Liu
,
Yang Yi
High speed and energy efficient deep neural network for edge computing.
SEC
(2019)
Kangjun Bai
,
Qiyuan An
,
Yang Yi
Deep-DFR: A Memristive Deep Delayed Feedback Reservoir Computing System with Hybrid Neural Network Topology.
DAC
(2019)
Jialing Li
,
Kangjun Bai
,
Lingjia Liu
,
Yang Yi
A deep learning based approach for analog hardware implementation of delayed feedback reservoir computing system.
ISQED
(2018)
Kangjun Bai
,
Yang Yi
DFR: An Energy-efficient Analog Delay Feedback Reservoir Computing System for Brain-inspired Computing.
ACM J. Emerg. Technol. Comput. Syst.
14 (4) (2018)
Kangjun Bai
,
Yang Yi Bradley
A path to energy-efficient spiking delayed feedback reservoir computing system for brain-inspired neuromorphic processors.
ISQED
(2018)
Kangjun Bai
,
Jialing Li
,
Kian Hamedani
,
Yang Yi
Enabling a new era of brain-inspired computing: energy-efficient spiking neural network with ring topology.
DAC
(2018)
Hao Jiang
,
Weijie Zhu
,
Fu Luo
,
Kangjun Bai
,
Chenchen Liu
,
Xiaorong Zhang
,
J. Joshua Yang
,
Qiangfei Xia
,
Yiran Chen
,
Qing Wu
Cyclical sensing integrate-and-fire circuit for memristor array based neuromorphic computing.
ISCAS
(2016)