Yang Yi

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 118

Top Venues

ISQED

CoRR

IEEE Internet Things J.

GLOBECOM

Publications

Fabiha Nowshin, Hongyu An, Yang Yi
Towards Energy-Efficient Spiking Neural Networks: A Robust Hybrid CMOS-Memristive Accelerator. ACM J. Emerg. Technol. Comput. Syst. 20 (1) (2024)
Fabiha Nowshin, Yi Huang, Md. Rubel Sarkar, Qiangfei Xia, Yang Yi
MERRC: A Memristor-Enabled Reconfigurable Low-Power Reservoir Computing Architecture at the Edge. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (1) (2024)
Shiya Liu, Nima Mohammadi, Yang Yi
Quantization-Aware Training of Spiking Neural Networks for Energy-Efficient Spectrum Sensing on Loihi Chip. IEEE Trans. Green Commun. Netw. 8 (2) (2024)
Cheng-Yao Lo, Lean Karlo Santos Tolentino, Jhih-Ying Ke, Jeffrey S. Walling, Yang Yi, Chua-Chin Wang
A 266.7 TOPS/W Computing-in Memory Using Single-Ended 6T 4-kb SRAM in 16-nm FinFET CMOS Process. AICAS (2024)
Fabiha Nowshin, Sanchit Sethi, Zheng Dong, Yang Yi
Enhancing Driving Behavior Analysis in Autonomous Systems: A Reservoir Computing and Temporal-Aware Machine Learning Approach. MOST (2024)
Shiya Liu, Yibin Liang, Yang Yi
DNN-SNN Co-Learning for Sustainable Symbol Detection in 5G Systems on Loihi Chip. IEEE Trans. Sustain. Comput. 9 (2) (2024)
Honghao Zheng, Yang Yi
Spiking Domain Feature Extraction with Temporal Dynamic Learning. ISQED (2023)
Shiya Liu, Lingjia Liu, Yang Yi
Quantized Reservoir Computing for Spectrum Sensing With Knowledge Distillation. IEEE Trans. Cogn. Dev. Syst. 15 (1) (2023)
Shashank Jere, Yifei Song, Yang Yi, Lingjia Liu
Distributed Learning Meets 6G: A Communication and Computing Perspective. IEEE Wirel. Commun. 30 (1) (2023)
Shashank Jere, Yifei Song, Yang Yi, Lingjia Liu
Distributed Learning Meets 6G: A Communication and Computing Perspective. CoRR (2023)
Honghao Zheng, Kang Jun Bai, Yang Yi
Enabling a New Methodology of Neural Coding: Multiplexing Temporal Encoding in Neuromorphic Computing. IEEE Trans. Very Large Scale Integr. Syst. 31 (3) (2023)
Shiya Liu, Yang Yi
Knowledge Distillation between DNN and SNN for Intelligent Sensing Systems on Loihi Chip. ISQED (2023)
Ramashish Gaurav, Terrence C. Stewart, Yang Yi
Reservoir based spiking models for univariate Time Series Classification. Frontiers Comput. Neurosci. 17 (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)
Lianjun Li, Lingjia Liu, Zhou Zhou, Yang Yi
Reservoir Computing Meets Extreme Learning Machine in Real-Time MIMO-OFDM Receive Processing. IEEE Trans. Commun. 70 (5) (2022)
Nima Mohammadi, Jianan Bai, Qiang Fan, Yifei Song, Yang Yi, Lingjia Liu
Differential Privacy Meets Federated Learning Under Communication Constraints. IEEE Internet Things J. 9 (22) (2022)
Hao-Hsuan Chang, Lingjia Liu, Jianan Bai, Alex Pidwerbetsky, Allan Berlinsky, Joe Huang, Jonathan D. Ashdown, Kurt A. Turck, Yang Yi
Resource Allocation for D2D Cellular Networks With QoS Constraints: A DC Programming- Based Approach. IEEE Access 10 (2022)
Hongyu An, Mohammad Shah Al-Mamun, Marius K. Orlowski, Lingjia Liu, Yang Yi
Three-Dimensional Neuromorphic Computing System With Two-Layer and Low-Variation Memristive Synapses. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (3) (2022)
Hao-Hsuan Chang, Lingjia Liu, Yang Yi
Deep Echo State Q-Network (DEQN) and Its Application in Dynamic Spectrum Sharing for 5G and Beyond. IEEE Trans. Neural Networks Learn. Syst. 33 (3) (2022)
Yibin Liang, Lianjun Li, Yang Yi, Lingjia Liu
Real-time Machine Learning for Symbol Detection in MIMO-OFDM Systems. INFOCOM (2022)
Nima Mohammadi, Lingjia Liu, Yang Yi
Policy-based Fully Spiking Reservoir Computing for Multi-Agent Distributed Dynamic Spectrum Access. ICC (2022)
Qiang Fan, Jianan Bai, Hongxia Zhang, Yang Yi, Lingjia Liu
Delay-Aware Resource Allocation in Fog-Assisted IoT Networks Through Reinforcement Learning. IEEE Internet Things J. 9 (7) (2022)
Hongyu An, Mohammad Shah Al-Mamun, Marius K. Orlowski, Yang Yi
A Three-dimensional (3D) Memristive Spiking Neural Network (M-SNN) System. ISQED (2021)
Jianan Bai, Hao Song, Yang Yi, Lingjia Liu
Multiagent Reinforcement Learning Meets Random Access in Massive Cellular Internet of Things. IEEE Internet Things J. 8 (24) (2021)
Hao Song, Lingjia Liu, Jonathan D. Ashdown, Yang Yi
A Deep Reinforcement Learning Framework for Spectrum Management in Dynamic Spectrum Access. IEEE Internet Things J. 8 (14) (2021)
Shashank Jere, Yang Yi
Edge Intelligence for Beyond-5G through Federated Learning. SEC (2021)
Shiya Liu, Dong Sam Ha, Fangyang Shen, Yang Yi
Efficient neural networks for edge devices. Comput. Electr. Eng. 92 (2021)
Victor M. Gan, Yibin Liang, Lianjun Li, Lingjia Liu, Yang Yi
A Cost-Efficient Digital ESN Architecture on FPGA for OFDM Symbol Detection. ACM J. Emerg. Technol. Comput. Syst. 17 (4) (2021)
Hongyu An, Mohammad Shah Al-Mamun, Marius Orlowski, Lingjia Liu, Yang Yi
Robust Deep Reservoir Computing Through Reliable Memristor With Improved Heat Dissipation Capability. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (3) (2021)
Zhou Zhou, Lingjia Liu, Shashank Jere, Jianzhong Zhang, Yang Yi
RCNet: Incorporating Structural Information Into Deep RNN for Online MIMO-OFDM Symbol Detection With Limited Training. IEEE Trans. Wirel. Commun. 20 (6) (2021)
Nima Mohammadi, Jianan Bai, Qiang Fan, Yifei Song, Yang Yi, Lingjia Liu
Differential Privacy Meets Federated Learning under Communication Constraints. CoRR (2021)
Hongyu An, Qiyuan An, Yang Yi
Realizing Behavior Level Associative Memory Learning Through Three-Dimensional Memristor-Based Neuromorphic Circuits. IEEE Trans. Emerg. Top. Comput. Intell. 5 (4) (2021)
Hongyu An, Kangjun Bai, Yang Yi
Three-dimensional Memristive Deep Neural Network with Programmable Attention Mechanism. ISQED (2021)
Bodong Shang, Yang Yi, Lingjia Liu
Computing over Space-Air-Ground Integrated Networks: Challenges and Opportunities. IEEE Netw. 35 (4) (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)
Kian Hamedani, Lingjia Liu, Jithin Jagannath, Yang Yi
Adversarial Classification of the Attacks on Smart Grids Using Game Theory and Deep Learning. CoRR (2021)
Kian Hamedani, Lingjia Liu, Yang Yi
Energy Efficient MIMO-OFDM Spectrum Sensing Using Deep Stacked Spiking Delayed Feedback Reservoir Computing. IEEE Trans. Green Commun. Netw. 5 (1) (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)
Zhou Zhou, Lingjia Liu, Vikram Chandrasekhar, Jianzhong Zhang, Yang Yi
Deep Reservoir Computing Meets 5G MIMO-OFDM Systems in Symbol Detection. AAAI (2020)
Kangjun Bai, Lingjia Liu, Zhou Zhou, Yang Yi
Detection Through Deep Neural Networks: A Reservoir Computing Approach for MIMO-OFDM Symbol Detection. ICCAD (2020)
Lianjun Li, Lingjia Liu, Jianzhong Charlie Zhang, Jonathan D. Ashdown, Yang Yi
Reservoir Computing Meets Wi-Fi in Software Radios: Neural Network-based Symbol Detection using Training Sequences and Pilots. WOCC (2020)
Bodong Shang, Shiya Liu, Sidi Lu, Yang Yi, Weisong Shi, Lingjia Liu
A Cross-Layer Optimization Framework for Distributed Computing in IoT Networks. SEC (2020)
Kian Hamedani, Lingjia Liu, Shiya Liu, Haibo He, Yang Yi
Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing. AAAI (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)
Hao-Hsuan Chang, Lingjia Liu, Yang Yi
Deep Echo State Q-Network (DEQN) and Its Application in Dynamic Spectrum Sharing for 5G and Beyond. CoRR (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)
Qiang Fan, Jianan Bai, Hongxia Zhang, Yang Yi, Lingjia Liu
Delay-aware Resource Allocation in Fog-assisted IoT Networks Through Reinforcement Learning. CoRR (2020)
Junlin Zhang, Lingjia Liu, Mingqian Liu, Yang Yi, Qinghai Yang, Fengkui Gong
MIMO Spectrum Sensing for Cognitive Radio-Based Internet of Things. IEEE Internet Things J. 7 (9) (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)
Bodong Shang, Vuk Marojevic, Yang Yi, Aly Sabri Abdalla, Lingjia Liu
Spectrum Sharing for UAV Communications: Spatial Spectrum Sensing and Open Issues. IEEE Veh. Technol. Mag. 15 (2) (2020)
Shiya Liu, Lingjia Liu, Yang Yi
Quantized Reservoir Computing on Edge Devices for Communication Applications. SEC (2020)
Zhou Zhou, Lingjia Liu, Shashank Jere, Jianzhong Zhang, Yang Yi
RCNet: Incorporating Structural Information into Deep RNN for MIMO-OFDM Symbol Detection with Limited Training. CoRR (2020)
Qiyuan An, Kangjun Bai, Lingjia Liu, Fangyang Shen, Yang Yi
A unified information perceptron using deep reservoir computing. Comput. Electr. Eng. 85 (2020)
Fabiha Nowshin, Yuhao Zhang, Lingjia Liu, Yang Yi
Recent Advances in Reservoir Computing With A Focus on Electronic Reservoirs. IGSC (Workshops) (2020)
Yifang Liu, Zhentao Xu, Qiyuan An, Yang Yi, Yanzhi Wang, Trevor Hastie
Simultaneous Relevance and Diversity: A New Recommendation Inference Approach. CoRR (2020)
Kian Hamedani, Lingjia Liu, Shiyan Hu, Jonathan D. Ashdown, Jinsong Wu, Yang Yi
Detecting Dynamic Attacks in Smart Grids Using Reservoir Computing: A Spiking Delayed Feedback Reservoir Based Approach. IEEE Trans. Emerg. Top. Comput. Intell. 4 (3) (2020)
Lianjun Li, Lingjia Liu, Jianan Bai, Hao-Hsuan Chang, Hao Chen, Jonathan D. Ashdown, Jianzhong Zhang, Yang Yi
Accelerating Model-Free Reinforcement Learning With Imperfect Model Knowledge in Dynamic Spectrum Access. IEEE Internet Things J. 7 (8) (2020)
Shiya Liu, Yibin Liang, Victor M. Gan, Lingjia Liu, Yang Yi
Accurate and Efficient Quantized Reservoir Computing System. ISQED (2020)
Hao Song, Jianan Bai, Yang Yi, Jinsong Wu, Lingjia Liu
Artificial Intelligence Enabled Internet of Things: Network Architecture and Spectrum Access. IEEE Comput. Intell. Mag. 15 (1) (2020)
Qiyuan An, Kangjun Bai, Moqi Zhang, Yang Yi, Yifang Liu
Deep Neural Network Based Speech Recognition Systems Under Noise Perturbations. ISQED (2020)
Mingqian Liu, Lingjia Liu, Hao Song, Yaohua Hu, Yang Yi, Fengkui Gong
Signal Estimation in Underlay Cognitive Networks for Industrial Internet of Things. IEEE Trans. Ind. Informatics 16 (8) (2020)
Kangjun Bai, Shiya Liu, Yang Yi
High speed and energy efficient deep neural network for edge computing. SEC (2019)
Hongyu An, M. Amimul Ehsan, Zhen Zhou, Fangyang Shen, Yang Yi
Monolithic 3D neuromorphic computing system with hybrid CMOS and memristor-based synapses and neurons. Integr. 65 (2019)
Hao-Hsuan Chang, Hao Song, Yang Yi, Jianzhong Zhang, Haibo He, Lingjia Liu
Distributive Dynamic Spectrum Access Through Deep Reinforcement Learning: A Reservoir Computing-Based Approach. IEEE Internet Things J. 6 (2) (2019)
Rachad Atat, Lingjia Liu, Jinsong Wu, Jonathan D. Ashdown, Yang Yi
Green Massive Traffic Offloading for Cyber-Physical Systems over Heterogeneous Cellular Networks. Mob. Networks Appl. 24 (4) (2019)
Kangjun Bai, Qiyuan An, Yang Yi
Deep-DFR: A Memristive Deep Delayed Feedback Reservoir Computing System with Hybrid Neural Network Topology. DAC (2019)
Hao-Hsuan Chang, Lingjia Liu, Hao Song, Alex Pidwerbetsky, Allan Berlinsky, Jonathan D. Ashdown, Kurt A. Turck, Yang Yi
Maximizing System Throughput in D2D Networks Using Alternative DC Programming. GLOBECOM (2019)
Hao Song, Lingjia Liu, Hao-Hsuan Chang, Jonathan D. Ashdown, Yang Yi
Deep Q-Network Based Power Allocation Meets Reservoir Computing in Distributed Dynamic Spectrum Access Networks. INFOCOM Workshops (2019)
Hao Chen, Lingjia Liu, Harpreet S. Dhillon, Yang Yi
QoS-Aware D2D Cellular Networks With Spatial Spectrum Sensing: A Stochastic Geometry View. IEEE Trans. Commun. 67 (5) (2019)
Chenyuan Zhao, Lingjia Liu, Yang Yi
Design and Analysis of Real Time Spiking Neural Network Decoder for Neuromorphic Chips. ICONS (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)
He Jiang, Haibo He, Lingjia Liu, Yang Yi
Q-Learning for Non-Cooperative Channel Access Game of Cognitive Radio Networks. IJCNN (2018)
Somayeh Mosleh, Lingjia Liu, Cenk Sahin, Yahong Rosa Zheng, Yang Yi
Brain-Inspired Wireless Communications: Where Reservoir Computing Meets MIMO-OFDM. IEEE Trans. Neural Networks Learn. Syst. 29 (10) (2018)
Jialing Li, Lingjia Liu, Chenyuan Zhao, Kian Hamedani, Rachad Atat, Yang Yi
Enabling Sustainable Cyber Physical Security Systems through Neuromorphic Computing. IEEE Trans. Sustain. Comput. 3 (2) (2018)
Rubayet Shafin Bradley Shafin, Lingjia Liu, Jonathan D. Ashdown, John D. Matyjas, Michael J. Medley, Bryant T. Wysocki, Yang Yi
Realizing Green Symbol Detection via Reservoir Computing: An Energy-Efficiency Perspective. ICC (2018)
Rachad Atat, Lingjia Liu, Jinsong Wu, Guangyu Li, Chunxuan Ye, Yang Yi
Big Data Meet Cyber-Physical Systems: A Panoramic Survey. CoRR (2018)
Rachad Atat, Lingjia Liu, Jonathan D. Ashdown, Michael J. Medley, John D. Matyjas, Yang Yi
A Physical Layer Security Scheme for Mobile Health Cyber-Physical Systems. IEEE Internet Things J. 5 (1) (2018)
Kian Hamedani, Lingjia Liu, Rachad Atat, Jinsong Wu, Yang Yi
Reservoir Computing Meets Smart Grids: Attack Detection Using Delayed Feedback Networks. IEEE Trans. Ind. Informatics 14 (2) (2018)
Hao-Hsuan Chang, Hao Song, Yang Yi, Jianzhong Zhang, Haibo He, Lingjia Liu
Distributive Dynamic Spectrum Access through Deep Reinforcement Learning: A Reservoir Computing Based Approach. CoRR (2018)
Yi Li, Pingzhi Fan, Lingjia Liu, Yang Yi
Distributed MIMO Precoding for In-Band Full-Duplex Wireless Backhaul in Heterogeneous Networks. IEEE Trans. Veh. Technol. 67 (3) (2018)
Rachad Atat, Lingjia Liu, Jinsong Wu, Guangyu Li, Chunxuan Ye, Yang Yi
Big Data Meet Cyber-Physical Systems: A Panoramic Survey. IEEE Access 6 (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)
Chenyuan Zhao, Kian Hamedani, Jialing Li, Yang Yi
Analog Spike-Timing-Dependent Resistive Crossbar Design for Brain Inspired Computing. IEEE J. Emerg. Sel. Topics Circuits Syst. 8 (1) (2018)
M. Amimul Ehsan, Hongyu An, Zhen Zhou, Yang Yi
A Novel Approach for Using TSVs As Membrane Capacitance in Neuromorphic 3-D IC. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (8) (2018)
M. Amimul Ehsan, Hongyu An, Zhen Zhou, Yang Yi
Adaptation of Enhanced TSV Capacitance as Membrane Property in 3D Brain-inspired Computing System. DAC (2017)
Md. Amimul Ehsan, Zhen Zhou, Yang Yi
Neuromorphic 3D Integrated Circuit: A Hybrid, Reliable and Energy Efficient Approach for Next Generation Computing. ACM Great Lakes Symposium on VLSI (2017)
Hongyu An, Jialing Li, Ying Li, Xin Fu, Yang Yi
Three dimensional memristor-based neuromorphic computing system and its application to cloud robotics. Comput. Electr. Eng. 63 (2017)
Rachad Atat, Lingjia Liu, Hao Chen, Jinsong Wu, Hongxiang Li, Yang Yi
Enabling cyber-physical communication in 5G cellular networks: challenges, spatial spectrum sensing, and cyber-security. IET Cyper-Phys. Syst.: Theory & Appl. 2 (1) (2017)
Hongyu An, M. Amimul Ehsan, Zhen Zhou, Yang Yi
Electrical modeling and analysis of 3D synaptic array using vertical RRAM structure. ISQED (2017)
Chenyuan Zhao, Jialing Li, Hongyu An, Yang Yi
Energy efficient analog spiking temporal encoder with verification and recovery scheme for neuromorphic computing systems. ISQED (2017)
Chenyuan Zhao, Yang Yi, Jialing Li, Xin Fu, Lingjia Liu
Interspike-Interval-Based Analog Spike-Time-Dependent Encoder for Neuromorphic Processors. IEEE Trans. Very Large Scale Integr. Syst. 25 (8) (2017)
Chenhao Xie, Jingweijia Tan, Mingsong Chen, Yang Yi, Lu Peng, Xin Fu
Emerging technology enabled energy-efficient GPGPUs register file. Microprocess. Microsystems 50 (2017)
Jialing Li, Chenyuan Zhao, Kian Hamedani, Yang Yi
Analog hardware implementation of spike-based delayed feedback reservoir computing system. IJCNN (2017)
Hongyu An, Zhen Zhou, Yang Yi
3D memristor-based adjustable deep recurrent neural network with programmable attention mechanism. NCS (2017)
M. Amimul Ehsan, Zhen Zhou, Yang Yi
Hybrid three-dimensional integrated circuits: A viable solution for high efficiency Neuromorphic Computing. VLSI-DAT (2017)
Rachad Atat, Lingjia Liu, Nicholas Mastronarde, Yang Yi
Energy Harvesting-Based D2D-Assisted Machine-Type Communications. IEEE Trans. Commun. 65 (3) (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yang Yi