Yang Yi - RankMe

145 papers A* 6A 4B 8Misc 9Journal 83Unranked 35

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A 75.47 TOPS/W 4-kb Single-Ended SRAM-Based Compute-in-Memory Architecture Using 16-nm FinFET Technology. J. Signal Process. Syst. L. S. S. Pavan Kumar Chodisetti, Cheng-Yao Lo, Jeffrey Sean Walling, Yang Yi, Leenendra Chowdary Gunnam, Chua-Chin Wang
2026	J	`jnl`	A Universal Neural Receiver that Learns at the Speed of Wireless. CoRR Lingjia Liu, Lizhong Zheng, Yang Yi, Robert Calderbank
2026	J	`jnl`	Benchmarking Deep Legendre-SNN for Time Series Classification - Analysis and Enhancements. IEEE Trans. Emerg. Top. Comput. Intell. Ramashish Gaurav, Shrestha Agarwal, Terrence C. Stewart, Yang Yi
2026	J	`jnl`	Configuring RNN Weights for MIMO-OFDM Receive Processing: Informing RNN With Domain Knowledge. IEEE Wirel. Commun. Lett. Ummay Sumaya Khan, Lingjia Liu, Shashank Jere, Lizhong Zheng, Yang Yi
2026	J	`jnl`	Energy-Efficient Dynamic and Spatiotemporal Spectrum Access via Spiking Reservoir Computing. IEEE Trans. Wirel. Commun. Nima Mohammadi, Lingjia Liu, Yifei Song, Yang Yi
2026	Misc	`conf`	FPGA-based High-speed Reservoir Computing for MIMO Channel Prediction. ICNC Chunxiao Lin, Ummay Sumaya Khan, Lingjia Liu, Yang Yi
2026	Misc	`conf`	Temporal Learning for Edge AI: Hyperdimensional Computing with Legendre Delay Networks. ICNC Md. Rubel Sarkar, Ramashish Gaurav, Govind Sunil Kumar, Shirazush Salekin Chowdhury, Yang Yi
2025	J	`jnl`	DALTON - Deep Local Learning in SNNs via Local Weights and Surrogate-Derivative Transfer. IEEE Trans. Emerg. Top. Comput. Ramashish Gaurav, Duy Anh Do, Thinh Thanh Doan, Yang Yi
2025	J	`jnl`	Dyna-ESN: Efficient Deep Reinforcement Learning for Partially Observable Dynamic Spectrum Access. IEEE Trans. Wirel. Commun. Hao-Hsuan Chang, Nima Mohammadi, Ramin Safavinejad, Yang Yi, Lingjia Liu
2025	—	`conf`	Efficient Digital Architecture of Spiking Encoders for Neuromorphic Accelerators. ISQED Ruizhe Li, Muhammad Farhan Azmine, Gauri Sharma, Yang Yi
2025	J	`jnl`	Memory-Augmented Autoencoder with Reservoir Computing for Edge-Based Anomaly Detection in Autonomous Systems. IEEE Internet Comput. Fabiha Nowshin, Zheng Dong, Yang Yi
2025	J	`jnl`	SpikeSpec: An On-Chip Learning Neuromorphic Accelerator for Spectrum Sensing With Triplet-Boosting and Hardware Friendly Loss Function. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Muhammad Farhan Azmine, Ruizhe Li, Gauri Sharma, Yang Yi
2024	—	`conf`	A 266.7 TOPS/W Computing-in Memory Using Single-Ended 6T 4-kb SRAM in 16-nm FinFET CMOS Process. AICAS Cheng-Yao Lo, Lean Karlo Santos Tolentino, Jhih-Ying Ke, Jeffrey S. Walling, Yang Yi, Chua-Chin Wang
2024	J	`jnl`	DNN-SNN Co-Learning for Sustainable Symbol Detection in 5G Systems on Loihi Chip. IEEE Trans. Sustain. Comput. Shiya Liu, Yibin Liang, Yang Yi
2024	—	`conf`	Enhancing Driving Behavior Analysis in Autonomous Systems: A Reservoir Computing and Temporal-Aware Machine Learning Approach. MOST Fabiha Nowshin, Sanchit Sethi, Zheng Dong, Yang Yi
2024	J	`jnl`	Leveraging neuro-inspired AI accelerator for high-speed computing in 6G networks. Frontiers Comput. Neurosci. Chunxiao Lin, Muhammad Farhan Azmine, Yibin Liang, Yang Yi
2024	J	`jnl`	MERRC: A Memristor-Enabled Reconfigurable Low-Power Reservoir Computing Architecture at the Edge. IEEE Trans. Circuits Syst. I Regul. Pap. Fabiha Nowshin, Yi Huang, Md. Rubel Sarkar, Qiangfei Xia, Yang Yi
2024	J	`jnl`	Quantization-Aware Training of Spiking Neural Networks for Energy-Efficient Spectrum Sensing on Loihi Chip. IEEE Trans. Green Commun. Netw. Shiya Liu, Nima Mohammadi, Yang Yi
2024	J	`jnl`	SNNOT: Spiking Neural Network With On-Chip Training for MIMO-OFDM Symbol Detection. IEEE Trans. Green Commun. Netw. Honghao Zheng, Jiarui Xu, Lingjia Liu, Yang Yi
2024	J	`jnl`	Towards Energy-Efficient Spiking Neural Networks: A Robust Hybrid CMOS-Memristive Accelerator. ACM J. Emerg. Technol. Comput. Syst. Fabiha Nowshin, Hongyu An, Yang Yi
2023	J	`jnl`	Distributed Learning Meets 6G: A Communication and Computing Perspective. CoRR Shashank Jere, Yifei Song, Yang Yi, Lingjia Liu
2023	J	`jnl`	Distributed Learning Meets 6G: A Communication and Computing Perspective. IEEE Wirel. Commun. Shashank Jere, Yifei Song, Yang Yi, Lingjia Liu
2023	J	`jnl`	Enabling a New Methodology of Neural Coding: Multiplexing Temporal Encoding in Neuromorphic Computing. IEEE Trans. Very Large Scale Integr. Syst. Honghao Zheng, Kang Jun Bai, Yang Yi
2023	A	`conf`	Invited Paper: Accelerating Next-G Wireless Communications with FPGA-Based AI Accelerators. ICCAD Chunxiao Lin, Muhammad Farhan Azmine, Yang Yi
2023	—	`conf`	Knowledge Distillation between DNN and SNN for Intelligent Sensing Systems on Loihi Chip. ISQED Shiya Liu, Yang Yi
2023	J	`jnl`	Quantized Reservoir Computing for Spectrum Sensing With Knowledge Distillation. IEEE Trans. Cogn. Dev. Syst. Shiya Liu, Lingjia Liu, Yang Yi
2023	J	`jnl`	Reservoir based spiking models for univariate Time Series Classification. Frontiers Comput. Neurosci. Ramashish Gaurav, Terrence C. Stewart, Yang Yi
2023	—	`conf`	Spiking Domain Feature Extraction with Temporal Dynamic Learning. ISQED Honghao Zheng, Yang Yi
2023	Misc	`conf`	Spiking Neural Encoding Schemes and STDP Training Algorithms for Edge Computing. SEC Honghao Zheng, Yang Yi
2022	J	`jnl`	Deep Echo State Q-Network (DEQN) and Its Application in Dynamic Spectrum Sharing for 5G and Beyond. IEEE Trans. Neural Networks Learn. Syst. Hao-Hsuan Chang, Lingjia Liu, Yang Yi
2022	J	`jnl`	Delay-Aware Resource Allocation in Fog-Assisted IoT Networks Through Reinforcement Learning. IEEE Internet Things J. Qiang Fan, Jianan Bai, Hongxia Zhang, Yang Yi, Lingjia Liu
2022	Misc	`conf`	Diagnosing Clinical Diseases using an Edge-Enabled Deep Learning Technology. SEC Kang Jun Bai, Yang Yi
2022	J	`jnl`	Differential Privacy Meets Federated Learning Under Communication Constraints. IEEE Internet Things J. Nima Mohammadi, Jianan Bai, Qiang Fan, Yifei Song, Yang Yi, Lingjia Liu
2022	—	`conf`	FPGA-based Reservoir Computing with Optimized Reservoir Node Architecture. ISQED Chunxiao Lin, Yibin Liang, Yang Yi
2022	—	`conf`	Low-Complexity Channel Matrix Calculation for OTFS Systems with Fractional Delay and Doppler. MILCOM Zheng Wang, Lingjia Liu, Yang Yi, A. Robert Calderbank, Jianzhong Zhang
2022	J	`jnl`	Making Intelligent Reflecting Surfaces More Intelligent: A Roadmap Through Reservoir Computing. IEEE Netw. Zhou Zhou, Kangjun Bai, Nima Mohammadi, Yang Yi, Lingjia Liu
2022	—	`conf`	Memristor-based Deep Spiking Neural Network with a Computing-In-Memory Architecture. ISQED Fabiha Nowshin, Yang Yi
2022	—	`conf`	Policy-based Fully Spiking Reservoir Computing for Multi-Agent Distributed Dynamic Spectrum Access. ICC Nima Mohammadi, Lingjia Liu, Yang Yi
2022	A*	`conf`	Real-time Machine Learning for Symbol Detection in MIMO-OFDM Systems. INFOCOM Yibin Liang, Lianjun Li, Yang Yi, Lingjia Liu
2022	J	`jnl`	Reservoir Computing Meets Extreme Learning Machine in Real-Time MIMO-OFDM Receive Processing. IEEE Trans. Commun. Lianjun Li, Lingjia Liu, Zhou Zhou, Yang Yi
2022	J	`jnl`	Resource Allocation for D2D Cellular Networks With QoS Constraints: A DC Programming- Based Approach. IEEE Access Hao-Hsuan Chang, Lingjia Liu, Jianan Bai, Alex Pidwerbetsky, Allan Berlinsky, Joe Huang, Jonathan D. Ashdown, Kurt A. Turck, Yang Yi
2022	J	`jnl`	Three-Dimensional Neuromorphic Computing System With Two-Layer and Low-Variation Memristive Synapses. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Hongyu An, Mohammad Shah Al-Mamun, Marius K. Orlowski, Lingjia Liu, Yang Yi
2021	J	`jnl`	A Cost-Efficient Digital ESN Architecture on FPGA for OFDM Symbol Detection. ACM J. Emerg. Technol. Comput. Syst. Victor M. Gan, Yibin Liang, Lianjun Li, Lingjia Liu, Yang Yi
2021	J	`jnl`	A Deep Reinforcement Learning Framework for Spectrum Management in Dynamic Spectrum Access. IEEE Internet Things J. Hao Song, Lingjia Liu, Jonathan D. Ashdown, Yang Yi
2021	A	`conf`	A Hybrid FPGA-ASIC Delayed Feedback Reservoir System to Enable Spectrum Sensing/Sharing for Low Power IoT Devices ICCAD Special Session Paper. ICCAD Osaze Shears, Kangjun Bai, Lingjia Liu, Yang Yi
2021	—	`conf`	A Three-dimensional (3D) Memristive Spiking Neural Network (M-SNN) System. ISQED Hongyu An, Mohammad Shah Al-Mamun, Marius K. Orlowski, Yang Yi
2021	J	`jnl`	Adversarial Classification of the Attacks on Smart Grids Using Game Theory and Deep Learning. CoRR Kian Hamedani, Lingjia Liu, Jithin Jagannath, Yang Yi
2021	—	`conf`	Approaching the Area of Neuromorphic Computing Circuit and System Design. IGSC (Workshops) Honghao Zheng, Juliet Anderson, Yang Yi
2021	J	`jnl`	Computing over Space-Air-Ground Integrated Networks: Challenges and Opportunities. IEEE Netw. Bodong Shang, Yang Yi, Lingjia Liu
2021	J	`jnl`	Differential Privacy Meets Federated Learning under Communication Constraints. CoRR Nima Mohammadi, Jianan Bai, Qiang Fan, Yifei Song, Yang Yi, Lingjia Liu
2021	Misc	`conf`	Edge Intelligence for Beyond-5G through Federated Learning. SEC Shashank Jere, Yang Yi
2021	J	`jnl`	Efficient neural networks for edge devices. Comput. Electr. Eng. Shiya Liu, Dong Sam Ha, Fangyang Shen, Yang Yi
2021	J	`jnl`	Energy Efficient MIMO-OFDM Spectrum Sensing Using Deep Stacked Spiking Delayed Feedback Reservoir Computing. IEEE Trans. Green Commun. Netw. Kian Hamedani, Lingjia Liu, Yang Yi
2021	—	`conf`	Low-power Analog and Mixed-signal IC Design of Multiplexing Neural Encoder in Neuromorphic Computing. ISQED Honghao Zheng, Nima Mohammadi, Kangjun Bai, Yang Yi
2021	J	`jnl`	Making Intelligent Reflecting Surfaces More Intelligent: A Roadmap Through Reservoir Computing. CoRR Zhou Zhou, Kangjun Bai, Nima Mohammadi, Yang Yi, Lingjia Liu
2021	J	`jnl`	Multiagent Reinforcement Learning Meets Random Access in Massive Cellular Internet of Things. IEEE Internet Things J. Jianan Bai, Hao Song, Yang Yi, Lingjia Liu
2021	J	`jnl`	RCNet: Incorporating Structural Information Into Deep RNN for Online MIMO-OFDM Symbol Detection With Limited Training. IEEE Trans. Wirel. Commun. Zhou Zhou, Lingjia Liu, Shashank Jere, Jianzhong Zhang, Yang Yi
2021	J	`jnl`	Realizing Behavior Level Associative Memory Learning Through Three-Dimensional Memristor-Based Neuromorphic Circuits. IEEE Trans. Emerg. Top. Comput. Intell. Hongyu An, Qiyuan An, Yang Yi
2021	J	`jnl`	Robust Deep Reservoir Computing Through Reliable Memristor With Improved Heat Dissipation Capability. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Hongyu An, Mohammad Shah Al-Mamun, Marius Orlowski, Lingjia Liu, Yang Yi
2021	J	`jnl`	Spatial-Temporal Hybrid Neural Network With Computing-in-Memory Architecture. IEEE Trans. Circuits Syst. I Regul. Pap. Kangjun Bai, Lingjia Liu, Yang Yi
2021	—	`conf`	Three-dimensional Memristive Deep Neural Network with Programmable Attention Mechanism. ISQED Hongyu An, Kangjun Bai, Yang Yi
2021	—	`conf`	Toward Intelligence in Communication Networks: A Deep Learning Identification Strategy for Radio Frequency Fingerprints. ISQED Kangjun Bai, Clare Thiem, Nathan McDonald, Lisa Loomis, Yang Yi
2020	Misc	`conf`	A Cross-Layer Optimization Framework for Distributed Computing in IoT Networks. SEC Bodong Shang, Shiya Liu, Sidi Lu, Yang Yi, Weisong Shi, Lingjia Liu
2020	J	`jnl`	A Training-Efficient Hybrid-Structured Deep Neural Network With Reconfigurable Memristive Synapses. IEEE Trans. Very Large Scale Integr. Syst. Kangjun Bai, Qiyuan An, Lingjia Liu, Yang Yi
2020	J	`jnl`	A unified information perceptron using deep reservoir computing. Comput. Electr. Eng. Qiyuan An, Kangjun Bai, Lingjia Liu, Fangyang Shen, Yang Yi
2020	J	`jnl`	Accelerating Model-Free Reinforcement Learning With Imperfect Model Knowledge in Dynamic Spectrum Access. IEEE Internet Things J. Lianjun Li, Lingjia Liu, Jianan Bai, Hao-Hsuan Chang, Hao Chen, Jonathan D. Ashdown, Jianzhong Zhang, Yang Yi
2020	—	`conf`	Accurate and Efficient Quantized Reservoir Computing System. ISQED Shiya Liu, Yibin Liang, Victor M. Gan, Lingjia Liu, Yang Yi
2020	J	`jnl`	Artificial Intelligence Enabled Internet of Things: Network Architecture and Spectrum Access. IEEE Comput. Intell. Mag. Hao Song, Jianan Bai, Yang Yi, Jinsong Wu, Lingjia Liu
2020	J	`jnl`	Deep Echo State Q-Network (DEQN) and Its Application in Dynamic Spectrum Sharing for 5G and Beyond. CoRR Hao-Hsuan Chang, Lingjia Liu, Yang Yi
2020	—	`conf`	Deep Neural Network Based Speech Recognition Systems Under Noise Perturbations. ISQED Qiyuan An, Kangjun Bai, Moqi Zhang, Yang Yi, Yifang Liu
2020	A*	`conf`	Deep Reservoir Computing Meets 5G MIMO-OFDM Systems in Symbol Detection. AAAI Zhou Zhou, Lingjia Liu, Vikram Chandrasekhar, Jianzhong Zhang, Yang Yi
2020	A*	`conf`	Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing. AAAI Kian Hamedani, Lingjia Liu, Shiya Liu, Haibo He, Yang Yi
2020	J	`jnl`	Delay-aware Resource Allocation in Fog-assisted IoT Networks Through Reinforcement Learning. CoRR Qiang Fan, Jianan Bai, Hongxia Zhang, Yang Yi, Lingjia Liu
2020	J	`jnl`	Detecting Dynamic Attacks in Smart Grids Using Reservoir Computing: A Spiking Delayed Feedback Reservoir Based Approach. IEEE Trans. Emerg. Top. Comput. Intell. Kian Hamedani, Lingjia Liu, Shiyan Hu, Jonathan D. Ashdown, Jinsong Wu, Yang Yi
2020	A	`conf`	Detection Through Deep Neural Networks: A Reservoir Computing Approach for MIMO-OFDM Symbol Detection. ICCAD Kangjun Bai, Lingjia Liu, Zhou Zhou, Yang Yi
2020	J	`jnl`	Energy Efficient Temporal Spatial Information Processing Circuits Based on STDP and Spike Iteration. IEEE Trans. Circuits Syst. II Express Briefs Chenyuan Zhao, Qiyuan An, Kangjun Bai, Bryant Wysocki, Clare Thiem, Lingjia Liu, Yang Yi
2020	J	`jnl`	MIMO Spectrum Sensing for Cognitive Radio-Based Internet of Things. IEEE Internet Things J. Junlin Zhang, Lingjia Liu, Mingqian Liu, Yang Yi, Qinghai Yang, Fengkui Gong
2020	J	`jnl`	Moving Toward Intelligence: Detecting Symbols on 5G Systems Through Deep Echo State Network. IEEE J. Emerg. Sel. Topics Circuits Syst. Kangjun Bai, Yang Yi, Zhou Zhou, Shashank Jere, Lingjia Liu
2020	Misc	`conf`	Quantized Reservoir Computing on Edge Devices for Communication Applications. SEC Shiya Liu, Lingjia Liu, Yang Yi
2020	J	`jnl`	RCNet: Incorporating Structural Information into Deep RNN for MIMO-OFDM Symbol Detection with Limited Training. CoRR Zhou Zhou, Lingjia Liu, Shashank Jere, Jianzhong Zhang, Yang Yi
2020	—	`conf`	Recent Advances in Reservoir Computing With A Focus on Electronic Reservoirs. IGSC (Workshops) Fabiha Nowshin, Yuhao Zhang, Lingjia Liu, Yang Yi
2020	—	`conf`	Reservoir Computing Meets Wi-Fi in Software Radios: Neural Network-based Symbol Detection using Training Sequences and Pilots. WOCC Lianjun Li, Lingjia Liu, Jianzhong Charlie Zhang, Jonathan D. Ashdown, Yang Yi
2020	J	`jnl`	Signal Estimation in Underlay Cognitive Networks for Industrial Internet of Things. IEEE Trans. Ind. Informatics Mingqian Liu, Lingjia Liu, Hao Song, Yaohua Hu, Yang Yi, Fengkui Gong
2020	J	`jnl`	Simultaneous Relevance and Diversity: A New Recommendation Inference Approach. CoRR Yifang Liu, Zhentao Xu, Qiyuan An, Yang Yi, Yanzhi Wang, Trevor Hastie
2020	J	`jnl`	Spectrum Sharing for UAV Communications: Spatial Spectrum Sensing and Open Issues. IEEE Veh. Technol. Mag. Bodong Shang, Vuk Marojevic, Yang Yi, Aly Sabri Abdalla, Lingjia Liu
2019	—	`conf`	Deep Q-Network Based Power Allocation Meets Reservoir Computing in Distributed Dynamic Spectrum Access Networks. INFOCOM Workshops Hao Song, Lingjia Liu, Hao-Hsuan Chang, Jonathan D. Ashdown, Yang Yi
2019	A*	`conf`	Deep-DFR: A Memristive Deep Delayed Feedback Reservoir Computing System with Hybrid Neural Network Topology. DAC Kangjun Bai, Qiyuan An, Yang Yi
2019	—	`conf`	Design and Analysis of Real Time Spiking Neural Network Decoder for Neuromorphic Chips. ICONS Chenyuan Zhao, Lingjia Liu, Yang Yi
2019	J	`jnl`	Distributive Dynamic Spectrum Access Through Deep Reinforcement Learning: A Reservoir Computing-Based Approach. IEEE Internet Things J. Hao-Hsuan Chang, Hao Song, Yang Yi, Jianzhong Zhang, Haibo He, Lingjia Liu
2019	J	`jnl`	Green Massive Traffic Offloading for Cyber-Physical Systems over Heterogeneous Cellular Networks. Mob. Networks Appl. Rachad Atat, Lingjia Liu, Jinsong Wu, Jonathan D. Ashdown, Yang Yi
2019	Misc	`conf`	High speed and energy efficient deep neural network for edge computing. SEC Kangjun Bai, Shiya Liu, Yang Yi
2019	B	`conf`	Maximizing System Throughput in D2D Networks Using Alternative DC Programming. GLOBECOM Hao-Hsuan Chang, Lingjia Liu, Hao Song, Alex Pidwerbetsky, Allan Berlinsky, Jonathan D. Ashdown, Kurt A. Turck, Yang Yi
2019	J	`jnl`	Monolithic 3D neuromorphic computing system with hybrid CMOS and memristor-based synapses and neurons. Integr. Hongyu An, M. Amimul Ehsan, Zhen Zhou, Fangyang Shen, Yang Yi
2019	J	`jnl`	QoS-Aware D2D Cellular Networks With Spatial Spectrum Sensing: A Stochastic Geometry View. IEEE Trans. Commun. Hao Chen, Lingjia Liu, Harpreet S. Dhillon, Yang Yi
2018	J	`jnl`	A Novel Approach for Using TSVs As Membrane Capacitance in Neuromorphic 3-D IC. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. M. Amimul Ehsan, Hongyu An, Zhen Zhou, Yang Yi
2018	J	`jnl`	A Physical Layer Security Scheme for Mobile Health Cyber-Physical Systems. IEEE Internet Things J. Rachad Atat, Lingjia Liu, Jonathan D. Ashdown, Michael J. Medley, John D. Matyjas, Yang Yi
2018	—	`conf`	A deep learning based approach for analog hardware implementation of delayed feedback reservoir computing system. ISQED Jialing Li, Kangjun Bai, Lingjia Liu, Yang Yi
2018	J	`jnl`	Analog Spike-Timing-Dependent Resistive Crossbar Design for Brain Inspired Computing. IEEE J. Emerg. Sel. Topics Circuits Syst. Chenyuan Zhao, Kian Hamedani, Jialing Li, Yang Yi
2018	J	`jnl`	Big Data Meet Cyber-Physical Systems: A Panoramic Survey. IEEE Access Rachad Atat, Lingjia Liu, Jinsong Wu, Guangyu Li, Chunxuan Ye, Yang Yi
2018	J	`jnl`	Big Data Meet Cyber-Physical Systems: A Panoramic Survey. CoRR Rachad Atat, Lingjia Liu, Jinsong Wu, Guangyu Li, Chunxuan Ye, Yang Yi
2018	J	`jnl`	Brain-Inspired Wireless Communications: Where Reservoir Computing Meets MIMO-OFDM. IEEE Trans. Neural Networks Learn. Syst. Somayeh Mosleh, Lingjia Liu, Cenk Sahin, Yahong Rosa Zheng, Yang Yi
2018	J	`jnl`	DFR: An Energy-efficient Analog Delay Feedback Reservoir Computing System for Brain-inspired Computing. ACM J. Emerg. Technol. Comput. Syst. Kangjun Bai, Yang Yi
2018	J	`jnl`	Distributed MIMO Precoding for In-Band Full-Duplex Wireless Backhaul in Heterogeneous Networks. IEEE Trans. Veh. Technol. Yi Li, Pingzhi Fan, Lingjia Liu, Yang Yi
2018	J	`jnl`	Distributive Dynamic Spectrum Access through Deep Reinforcement Learning: A Reservoir Computing Based Approach. CoRR Hao-Hsuan Chang, Hao Song, Yang Yi, Jianzhong Zhang, Haibo He, Lingjia Liu
2018	J	`jnl`	Enabling Sustainable Cyber Physical Security Systems through Neuromorphic Computing. IEEE Trans. Sustain. Comput. Jialing Li, Lingjia Liu, Chenyuan Zhao, Kian Hamedani, Rachad Atat, Yang Yi
2018	A*	`conf`	Enabling a new era of brain-inspired computing: energy-efficient spiking neural network with ring topology. DAC Kangjun Bai, Jialing Li, Kian Hamedani, Yang Yi
2018	B	`conf`	Q-Learning for Non-Cooperative Channel Access Game of Cognitive Radio Networks. IJCNN He Jiang, Haibo He, Lingjia Liu, Yang Yi
2018	—	`conf`	Realizing Green Symbol Detection via Reservoir Computing: An Energy-Efficiency Perspective. ICC Rubayet Shafin Bradley Shafin, Lingjia Liu, Jonathan D. Ashdown, John D. Matyjas, Michael J. Medley, Bryant T. Wysocki, Yang Yi
2018	J	`jnl`	Reservoir Computing Meets Smart Grids: Attack Detection Using Delayed Feedback Networks. IEEE Trans. Ind. Informatics Kian Hamedani, Lingjia Liu, Rachad Atat, Jinsong Wu, Yang Yi
2017	—	`conf`	3D memristor-based adjustable deep recurrent neural network with programmable attention mechanism. NCS Hongyu An, Zhen Zhou, Yang Yi
2017	A*	`conf`	Adaptation of Enhanced TSV Capacitance as Membrane Property in 3D Brain-inspired Computing System. DAC M. Amimul Ehsan, Hongyu An, Zhen Zhou, Yang Yi
2017	B	`conf`	Analog hardware implementation of spike-based delayed feedback reservoir computing system. IJCNN Jialing Li, Chenyuan Zhao, Kian Hamedani, Yang Yi
2017	—	`conf`	Electrical modeling and analysis of 3D synaptic array using vertical RRAM structure. ISQED Hongyu An, M. Amimul Ehsan, Zhen Zhou, Yang Yi
2017	J	`jnl`	Emerging technology enabled energy-efficient GPGPUs register file. Microprocess. Microsystems Chenhao Xie, Jingweijia Tan, Mingsong Chen, Yang Yi, Lu Peng, Xin Fu
2017	J	`jnl`	Enabling cyber-physical communication in 5G cellular networks: challenges, spatial spectrum sensing, and cyber-security. IET Cyper-Phys. Syst.: Theory & Appl. Rachad Atat, Lingjia Liu, Hao Chen, Jinsong Wu, Hongxiang Li, Yang Yi
2017	J	`jnl`	Energy Harvesting-Based D2D-Assisted Machine-Type Communications. IEEE Trans. Commun. Rachad Atat, Lingjia Liu, Nicholas Mastronarde, Yang Yi
2017	—	`conf`	Energy efficient analog spiking temporal encoder with verification and recovery scheme for neuromorphic computing systems. ISQED Chenyuan Zhao, Jialing Li, Hongyu An, Yang Yi
2017	—	`conf`	Hybrid three-dimensional integrated circuits: A viable solution for high efficiency Neuromorphic Computing. VLSI-DAT M. Amimul Ehsan, Zhen Zhou, Yang Yi
2017	J	`jnl`	Interspike-Interval-Based Analog Spike-Time-Dependent Encoder for Neuromorphic Processors. IEEE Trans. Very Large Scale Integr. Syst. Chenyuan Zhao, Yang Yi, Jialing Li, Xin Fu, Lingjia Liu
2017	—	`conf`	Neuromorphic 3D Integrated Circuit: A Hybrid, Reliable and Energy Efficient Approach for Next Generation Computing. ACM Great Lakes Symposium on VLSI Md. Amimul Ehsan, Zhen Zhou, Yang Yi
2017	J	`jnl`	Three dimensional memristor-based neuromorphic computing system and its application to cloud robotics. Comput. Electr. Eng. Hongyu An, Jialing Li, Ying Li, Xin Fu, Yang Yi
2016	B	`conf`	An energy efficient decoding scheme for nonlinear MIMO-OFDM network using reservoir computing. IJCNN Susanna Mosleh, Cenk Sahin, Lingjia Liu, R. Y. Zheng, Yang Yi
2016	B	`conf`	Cooperative Retransmission for Massive MTC under Spatiotemporally Correlated Interference. GLOBECOM Hao Chen, Lingjia Liu, Nicholas Mastronarde, Liangping Ma, Yang Yi
2016	B	`conf`	Coordinated Data Assignment: A Novel Scheme for Big Data over Cached Cloud-RAN. GLOBECOM Susanna Mosleh, Lingjia Liu, Hongyan Hou, Yang Yi
2016	—	`conf`	Design challenges and methodologies in 3D integration for neuromorphic computing systems. ISQED M. Amimul Ehsan, Hongyu An, Zhen Zhou, Yang Yi
2016	J	`jnl`	Energy Efficient Spiking Temporal Encoder Design for Neuromorphic Computing Systems. IEEE Trans. Multi Scale Comput. Syst. Chenyuan Zhao, Bryant T. Wysocki, Clare D. Thiem, Nathan R. McDonald, Jialing Li, Lingjia Liu, Yang Yi
2016	J	`jnl`	FPGA based spike-time dependent encoder and reservoir design in neuromorphic computing processors. Microprocess. Microsystems Yang Yi, Yongbo Liao, Bin Wang, Xin Fu, Fangyang Shen, Hongyan Hou, Lingjia Liu
2016	B	`conf`	Improving Spectral Efficiency of D2D Cellular Networks through RF Energy Harvesting. GLOBECOM Rachad Atat, Lingjia Liu, Jonathan D. Ashdown, Michael J. Medley, John D. Matyjas, Yang Yi
2016	J	`jnl`	Low power CMOS power amplifier design for RFID and the Internet of Things. Comput. Electr. Eng. Chenyuan Zhao, Jian Liu, Fangyang Shen, Yang Yi
2016	A	`conf`	Making neural encoding robust and energy efficient: an advanced analog temporal encoder for brain-inspired computing systems. ICCAD Chenyuan Zhao, Jialing Li, Yang Yi
2016	J	`jnl`	Mitigating the Impact of Hardware Variability for GPGPUs Register File. IEEE Trans. Parallel Distributed Syst. Jingweijia Tan, Mingsong Chen, Yang Yi, Xin Fu
2016	—	`conf`	Novel Spike based Reservoir Node Design with High Performance Spike Delay Loop. NANOCOM Chenyuan Zhao, Jialing Li, Lingjia Liu, Lakshmi Sravanthi Koutha, Jian Liu, Yang Yi
2016	—	`conf`	Performance Analysis on Nano-Networks: A Stochastic Geometry Approach. NANOCOM Hao Chen, Rubayet Shafin Bradley Shafin, Rachad Atat, Yang Yi, Lingjia Liu
2016	B	`conf`	Privacy Protection Scheme for eHealth Systems: A Stochastic Geometry Approach. GLOBECOM Rachad Atat, Lingjia Liu, Yang Yi
2015	—	`conf`	Channel estimation in wireless OFDM systems using reservoir computing. CISDA Wafi Danesh, Chenyuan Zhao, Bryant T. Wysocki, Michael J. Medley, Ngwe Thawdar, Yang Yi
2015	—	`conf`	Neuromorphic encoding system design with chaos based CMOS analog neuron. CISDA Chenyuan Zhao, Wafi Danesh, Bryant T. Wysocki, Yang Yi
2015	J	`jnl`	Resource Allocation for Delay-Sensitive Traffic Over LTE-Advanced Relay Networks. IEEE Trans. Wirel. Commun. Yan Li, Lingjia Liu, Hongxiang Li, Jianzhong Zhang, Yang Yi
2015	J	`jnl`	Spike-Time-Dependent Encoding for Neuromorphic Processors. ACM J. Emerg. Technol. Comput. Syst. Chenyuan Zhao, Bryant T. Wysocki, Yifang Liu, Clare Thiem, Nathan R. McDonald, Yang Yi
2015	—	`conf`	Three Dimensional Integration Technology Applied to Neuromorphic Hardware Implementation. iNIS M. Amimul Ehsan, Zhen Zhou, Yang Yi
2014	J	`jnl`	Energy-Efficient Power Allocation for Delay-Sensitive Multimedia Traffic Over Wireless Systems. IEEE Trans. Veh. Technol. Lingjia Liu, Yang Yi, Jean-François Chamberland, Jianzhong Zhang
2013	—	`conf`	Adaptive resource allocation for heterogeneous traffic over heterogeneous relay networks. ICC Yan Li, Lingjia Liu, Hongxiang Li, Ying Li, Yang Yi
2013	J	`jnl`	Modeling and characterizing GPGPU reliability in the presence of soft errors. Parallel Comput. Jingweijia Tan, Yang Yi, Fangyang Shen, Xin Fu
2012	J	`jnl`	Combating Interference: MU-MIMO, CoMP, and HetNet (Invited Paper). J. Commun. Lingjia Liu, Jianzhong (Charlie) Zhang, Yang Yi, Hongxiang Li, Jinyun Zhang
2011	—	`conf`	Capacity of Multicarrier Multilayer Broadcast and Unicast Hybrid Cellular System with Independent Channel Coding over Subcarriers. VTC Fall Siqian Liu, Hongxiang Li, Guanying Ru, Weiyao Lin, Lingjia Liu, Yang Yi
2010	Misc	`conf`	Optimal fusion scheme in wireless sensor networks under sum-rate capacity constraint. CISS Fang Yi, Yang Yi, Lingjia Liu