Yang Yi

According to our database, Yang Yi authored at least 132 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

An In-Memory Computing Architecture Utilizing Energy-Efficient VGSOT MRAM Device.

Md. Rubel Sarkar, Yang Cindy Yi

IEEE Trans. Circuits Syst. II Express Briefs, July, 2024

Quantization-Aware Training of Spiking Neural Networks for Energy-Efficient Spectrum Sensing on Loihi Chip.

Shiya Liu, Nima Mohammadi, Yang Yi

IEEE Trans. Green Commun. Netw., June, 2024

MERRC: A Memristor-Enabled Reconfigurable Low-Power Reservoir Computing Architecture at the Edge.

Fabiha Nowshin, Yi Huang, Md. Rubel Sarkar, Qiangfei Xia, Yang Yi

IEEE Trans. Circuits Syst. I Regul. Pap., January, 2024

Towards Energy-Efficient Spiking Neural Networks: A Robust Hybrid CMOS-Memristive Accelerator.

Fabiha Nowshin, Hongyu An, Yang Yi

ACM J. Emerg. Technol. Comput. Syst., January, 2024

DNN-SNN Co-Learning for Sustainable Symbol Detection in 5G Systems on Loihi Chip.

Shiya Liu, Yibin Liang, Yang Yi

IEEE Trans. Sustain. Comput., 2024

Leveraging neuro-inspired AI accelerator for high-speed computing in 6G networks.

Chunxiao Lin, Muhammad Farhan Azmine, Yibin Liang, Yang Yi

Frontiers Comput. Neurosci., 2024

Enhancing Driving Behavior Analysis in Autonomous Systems: A Reservoir Computing and Temporal-Aware Machine Learning Approach.

Fabiha Nowshin, Sanchit Sethi, Zheng Dong, Yang Yi

Proceedings of the IEEE International Conference on Mobility, 2024

Advancing Analog Reservoir Computing through Temporal Attention and MLP Integration.

Khalil Sedki, Yang Cindy Yi

Proceedings of the 25th International Symposium on Quality Electronic Design, 2024

An In-Memory Power Efficient Computing Architecture with Emerging VGSOT MRAM Device.

Md. Rubel Sarkar, Shirazush Salekin Chowdhury, Jeffrey Sean Walling, Yang Cindy Yi

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

A 266.7 TOPS/W Computing-in Memory Using Single-Ended 6T 4-kb SRAM in 16-nm FinFET CMOS Process.

Cheng-Yao Lo, Lean Karlo Santos Tolentino, Jhih-Ying Ke, Jeffrey S. Walling, Yang Yi, Chua-Chin Wang

Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

2023

Enabling a New Methodology of Neural Coding: Multiplexing Temporal Encoding in Neuromorphic Computing.

Honghao Zheng, Kang Jun Bai, Yang Yi

IEEE Trans. Very Large Scale Integr. Syst., March, 2023

Quantized Reservoir Computing for Spectrum Sensing With Knowledge Distillation.

Shiya Liu, Lingjia Liu, Yang Yi

IEEE Trans. Cogn. Dev. Syst., March, 2023

Distributed Learning Meets 6G: A Communication and Computing Perspective.

Shashank Jere, Yifei Song, Yang Yi, Lingjia Liu

IEEE Wirel. Commun., February, 2023

Reservoir based spiking models for univariate Time Series Classification.

Ramashish Gaurav, Terrence C. Stewart, Yang Yi

Frontiers Comput. Neurosci., February, 2023

Spiking Domain Feature Extraction with Temporal Dynamic Learning.

Honghao Zheng, Yang Yi

Proceedings of the 24th International Symposium on Quality Electronic Design, 2023

Knowledge Distillation between DNN and SNN for Intelligent Sensing Systems on Loihi Chip.

Shiya Liu, Yang Yi

Proceedings of the 24th International Symposium on Quality Electronic Design, 2023

Spiking Neural Encoding Schemes and STDP Training Algorithms for Edge Computing.

Honghao Zheng, Yang Yi

Proceedings of the IEEE/ACM Symposium on Edge Computing, 2023

Invited Paper: Accelerating Next-G Wireless Communications with FPGA-Based AI Accelerators.

Chunxiao Lin, Muhammad Farhan Azmine, Yang Yi

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

2022

Deep Echo State Q-Network (DEQN) and Its Application in Dynamic Spectrum Sharing for 5G and Beyond.

Hao-Hsuan Chang, Lingjia Liu, Yang Yi

IEEE Trans. Neural Networks Learn. Syst., 2022

Reservoir Computing Meets Extreme Learning Machine in Real-Time MIMO-OFDM Receive Processing.

Lianjun Li, Lingjia Liu, Zhou Zhou, Yang Yi

IEEE Trans. Commun., 2022

Three-Dimensional Neuromorphic Computing System With Two-Layer and Low-Variation Memristive Synapses.

Hongyu An, Mohammad Shah Al-Mamun, Marius K. Orlowski, Lingjia Liu, Yang Yi

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Making Intelligent Reflecting Surfaces More Intelligent: A Roadmap Through Reservoir Computing.

Zhou Zhou, Kangjun Bai, Nima Mohammadi, Yang Yi, Lingjia Liu

IEEE Netw., 2022

Differential Privacy Meets Federated Learning Under Communication Constraints.

Nima Mohammadi, Jianan Bai, Qiang Fan, Yifei Song, Yang Yi, Lingjia Liu

IEEE Internet Things J., 2022

Delay-Aware Resource Allocation in Fog-Assisted IoT Networks Through Reinforcement Learning.

Qiang Fan, Jianan Bai, Hongxia Zhang, Yang Yi, Lingjia Liu

IEEE Internet Things J., 2022

Resource Allocation for D2D Cellular Networks With QoS Constraints: A DC Programming- Based Approach.

Hao-Hsuan Chang, Lingjia Liu, Jianan Bai, Alex Pidwerbetsky, Allan Berlinsky, Joe Huang, Jonathan D. Ashdown, Kurt A. Turck, Yang Yi

IEEE Access, 2022

Low-Complexity Channel Matrix Calculation for OTFS Systems with Fractional Delay and Doppler.

Zheng Wang, Lingjia Liu, Yang Yi, A. Robert Calderbank, Jianzhong Zhang

Proceedings of the IEEE Military Communications Conference, 2022

Memristor-based Deep Spiking Neural Network with a Computing-In-Memory Architecture.

Fabiha Nowshin, Yang Yi

Proceedings of the 23rd International Symposium on Quality Electronic Design, 2022

FPGA-based Reservoir Computing with Optimized Reservoir Node Architecture.

Chunxiao Lin, Yibin Liang, Yang Yi

Proceedings of the 23rd International Symposium on Quality Electronic Design, 2022

Real-time Machine Learning for Symbol Detection in MIMO-OFDM Systems.

Yibin Liang, Lianjun Li, Yang Yi, Lingjia Liu

Proceedings of the IEEE INFOCOM 2022, 2022

Spiking Reservoir Computing for Temporal Edge Intelligence on Loihi.

Ramashish Gaurav, Terrence C. Stewart, Yang Cindy Yi

Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022

Diagnosing Clinical Diseases using an Edge-Enabled Deep Learning Technology.

Kang Jun Bai, Yang Yi

Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022

Policy-based Fully Spiking Reservoir Computing for Multi-Agent Distributed Dynamic Spectrum Access.

Nima Mohammadi, Lingjia Liu, Yang Yi

Proceedings of the IEEE International Conference on Communications, 2022

2021

RCNet: Incorporating Structural Information Into Deep RNN for Online MIMO-OFDM Symbol Detection With Limited Training.

Zhou Zhou, Lingjia Liu, Shashank Jere, Jianzhong Zhang, Yang Yi

IEEE Trans. Wirel. Commun., 2021

Energy Efficient MIMO-OFDM Spectrum Sensing Using Deep Stacked Spiking Delayed Feedback Reservoir Computing.

Kian Hamedani, Lingjia Liu, Yang Yi

IEEE Trans. Green Commun. Netw., 2021

Realizing Behavior Level Associative Memory Learning Through Three-Dimensional Memristor-Based Neuromorphic Circuits.

Hongyu An, Qiyuan An, Yang Yi

IEEE Trans. Emerg. Top. Comput. Intell., 2021

Spatial-Temporal Hybrid Neural Network With Computing-in-Memory Architecture.

Kangjun Bai, Lingjia Liu, Yang Yi

IEEE Trans. Circuits Syst. I Regul. Pap., 2021

Robust Deep Reservoir Computing Through Reliable Memristor With Improved Heat Dissipation Capability.

Hongyu An, Mohammad Shah Al-Mamun, Marius Orlowski, Lingjia Liu, Yang Yi

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

Computing over Space-Air-Ground Integrated Networks: Challenges and Opportunities.

Bodong Shang, Yang Yi, Lingjia Liu

IEEE Netw., 2021

A Cost-Efficient Digital ESN Architecture on FPGA for OFDM Symbol Detection.

Victor M. Gan, Yibin Liang, Lianjun Li, Lingjia Liu, Yang Yi

ACM J. Emerg. Technol. Comput. Syst., 2021

A Deep Reinforcement Learning Framework for Spectrum Management in Dynamic Spectrum Access.

Hao Song, Lingjia Liu, Jonathan D. Ashdown, Yang Yi

IEEE Internet Things J., 2021

Multiagent Reinforcement Learning Meets Random Access in Massive Cellular Internet of Things.

Jianan Bai, Hao Song, Yang Yi, Lingjia Liu

IEEE Internet Things J., 2021

Efficient neural networks for edge devices.

Shiya Liu, Dong Sam Ha, Fangyang Shen, Yang Yi

Comput. Electr. Eng., 2021

Adversarial Classification of the Attacks on Smart Grids Using Game Theory and Deep Learning.

Kian Hamedani, Lingjia Liu, Jithin Jagannath, Yang Cindy Yi

Proceedings of the WiseML@WiSec 2021: Proceedings of the 3rd ACM Workshop on Wireless Security and Machine Learning, 2021

Low-power Analog and Mixed-signal IC Design of Multiplexing Neural Encoder in Neuromorphic Computing.

Honghao Zheng, Nima Mohammadi, Kangjun Bai, Yang Yi

Proceedings of the 22nd International Symposium on Quality Electronic Design, 2021

Toward Intelligence in Communication Networks: A Deep Learning Identification Strategy for Radio Frequency Fingerprints.

Kangjun Bai, Clare Thiem, Nathan McDonald, Lisa Loomis, Yang Yi

Proceedings of the 22nd International Symposium on Quality Electronic Design, 2021

Three-dimensional Memristive Deep Neural Network with Programmable Attention Mechanism.

Hongyu An, Kangjun Bai, Yang Yi

Proceedings of the 22nd International Symposium on Quality Electronic Design, 2021

A Three-dimensional (3D) Memristive Spiking Neural Network (M-SNN) System.

Hongyu An, Mohammad Shah Al-Mamun, Marius K. Orlowski, Yang Yi

Proceedings of the 22nd International Symposium on Quality Electronic Design, 2021

Edge Intelligence for Beyond-5G through Federated Learning.

Shashank Jere, Yang Yi

Proceedings of the 6th IEEE/ACM Symposium on Edge Computing, 2021

A Hybrid FPGA-ASIC Delayed Feedback Reservoir System to Enable Spectrum Sensing/Sharing for Low Power IoT Devices ICCAD Special Session Paper.

Osaze Shears, Kangjun Bai, Lingjia Liu, Yang Yi

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

Approaching the Area of Neuromorphic Computing Circuit and System Design.

Honghao Zheng, Juliet Anderson, Yang Yi

Proceedings of the 12th International Green and Sustainable Computing Workshops, 2021

2020

Spectrum Sharing for UAV Communications: Spatial Spectrum Sensing and Open Issues.

Bodong Shang, Vuk Marojevic, Yang Yi, Aly Sabri Abdalla, Lingjia Liu

IEEE Veh. Technol. Mag., 2020

A Training-Efficient Hybrid-Structured Deep Neural Network With Reconfigurable Memristive Synapses.

Kangjun Bai, Qiyuan An, Lingjia Liu, Yang Yi

IEEE Trans. Very Large Scale Integr. Syst., 2020

Signal Estimation in Underlay Cognitive Networks for Industrial Internet of Things.

Mingqian Liu, Lingjia Liu, Hao Song, Yaohua Hu, Yang Yi, Fengkui Gong

IEEE Trans. Ind. Informatics, 2020

Detecting Dynamic Attacks in Smart Grids Using Reservoir Computing: A Spiking Delayed Feedback Reservoir Based Approach.

Kian Hamedani, Lingjia Liu, Shiyan Hu, Jonathan D. Ashdown, Jinsong Wu, Yang Yi

IEEE Trans. Emerg. Top. Comput. Intell., 2020

Energy Efficient Temporal Spatial Information Processing Circuits Based on STDP and Spike Iteration.

Chenyuan Zhao, Qiyuan An, Kangjun Bai, Bryant Wysocki, Clare Thiem, Lingjia Liu, Yang Yi

IEEE Trans. Circuits Syst. II Express Briefs, 2020

MIMO Spectrum Sensing for Cognitive Radio-Based Internet of Things.

Junlin Zhang, Lingjia Liu, Mingqian Liu, Yang Yi, Qinghai Yang, Fengkui Gong

IEEE Internet Things J., 2020

Accelerating Model-Free Reinforcement Learning With Imperfect Model Knowledge in Dynamic Spectrum Access.

Lianjun Li, Lingjia Liu, Jianan Bai, Hao-Hsuan Chang, Hao Chen, Jonathan D. Ashdown, Jianzhong Zhang, Yang Yi

IEEE Internet Things J., 2020

Moving Toward Intelligence: Detecting Symbols on 5G Systems Through Deep Echo State Network.

Kangjun Bai, Yang Yi, Zhou Zhou, Shashank Jere, Lingjia Liu

IEEE J. Emerg. Sel. Topics Circuits Syst., 2020

Simultaneous Relevance and Diversity: A New Recommendation Inference Approach.

Yifang Liu, Zhentao Xu, Qiyuan An, Yang Yi, Yanzhi Wang, Trevor Hastie

CoRR, 2020

RCNet: Incorporating Structural Information into Deep RNN for MIMO-OFDM Symbol Detection with Limited Training.

Zhou Zhou, Lingjia Liu, Shashank Jere, Jianzhong Zhang, Yang Yi

CoRR, 2020

Artificial Intelligence Enabled Internet of Things: Network Architecture and Spectrum Access.

Hao Song, Jianan Bai, Yang Yi, Jinsong Wu, Lingjia Liu

IEEE Comput. Intell. Mag., 2020

A unified information perceptron using deep reservoir computing.

Qiyuan An, Kangjun Bai, Lingjia Liu, Fangyang Shen, Yang Yi

Comput. Electr. Eng., 2020

Reservoir Computing Meets Wi-Fi in Software Radios: Neural Network-based Symbol Detection using Training Sequences and Pilots.

Lianjun Li, Lingjia Liu, Jianzhong Charlie Zhang, Jonathan D. Ashdown, Yang Yi

Proceedings of the 29th Wireless and Optical Communications Conference, 2020

Powering next-generation industry 4.0 by a self-learning and low-power neuromorphic system.

Hongyu An, Dong Sam Ha, Yang Cindy Yi

Proceedings of the NANOCOM '20: The Seventh Annual ACM International Conference on Nanoscale Computing and Communication, 2020

Energy Efficient and Adaptive Analog IC Design for Delay-Based Reservoir Computing.

Fabiha Nowshin, Lingjia Liu, Yang Cindy Yi

Proceedings of the 63rd IEEE International Midwest Symposium on Circuits and Systems, 2020

Accurate and Efficient Quantized Reservoir Computing System.

Shiya Liu, Yibin Liang, Victor M. Gan, Lingjia Liu, Yang Yi

Proceedings of the 21st International Symposium on Quality Electronic Design, 2020

Deep Neural Network Based Speech Recognition Systems Under Noise Perturbations.

Qiyuan An, Kangjun Bai, Moqi Zhang, Yang Yi, Yifang Liu

Proceedings of the 21st International Symposium on Quality Electronic Design, 2020

A Cross-Layer Optimization Framework for Distributed Computing in IoT Networks.

Bodong Shang, Shiya Liu, Sidi Lu, Yang Yi, Weisong Shi, Lingjia Liu

Proceedings of the 5th IEEE/ACM Symposium on Edge Computing, 2020

Quantized Reservoir Computing on Edge Devices for Communication Applications.

Shiya Liu, Lingjia Liu, Yang Yi

Proceedings of the 5th IEEE/ACM Symposium on Edge Computing, 2020

Detection Through Deep Neural Networks: A Reservoir Computing Approach for MIMO-OFDM Symbol Detection.

Kangjun Bai, Lingjia Liu, Zhou Zhou, Yang Yi

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

Recent Advances in Reservoir Computing With A Focus on Electronic Reservoirs.

Fabiha Nowshin, Yuhao Zhang, Lingjia Liu, Yang Yi

Proceedings of the 11th International Green and Sustainable Computing Workshops, 2020

Deep Reservoir Computing Meets 5G MIMO-OFDM Systems in Symbol Detection.

Zhou Zhou, Lingjia Liu, Vikram Chandrasekhar, Jianzhong Zhang, Yang Yi

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing.

Kian Hamedani, Lingjia Liu, Shiya Liu, Haibo He, Yang Yi

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

QoS-Aware D2D Cellular Networks With Spatial Spectrum Sensing: A Stochastic Geometry View.

Hao Chen, Lingjia Liu, Harpreet S. Dhillon, Yang Yi

IEEE Trans. Commun., 2019

Green Massive Traffic Offloading for Cyber-Physical Systems over Heterogeneous Cellular Networks.

Rachad Atat, Lingjia Liu, Jinsong Wu, Jonathan D. Ashdown, Yang Yi

Mob. Networks Appl., 2019

Distributive Dynamic Spectrum Access Through Deep Reinforcement Learning: A Reservoir Computing-Based Approach.

Hao-Hsuan Chang, Hao Song, Yang Yi, Jianzhong Zhang, Haibo He, Lingjia Liu

IEEE Internet Things J., 2019

Monolithic 3D neuromorphic computing system with hybrid CMOS and memristor-based synapses and neurons.

Hongyu An, M. Amimul Ehsan, Zhen Zhou, Fangyang Shen, Yang Yi

Integr., 2019

Deep Q-Network Based Power Allocation Meets Reservoir Computing in Distributed Dynamic Spectrum Access Networks.

Hao Song, Lingjia Liu, Hao-Hsuan Chang, Jonathan D. Ashdown, Yang Yi

Proceedings of the IEEE INFOCOM 2019, 2019

Design and Analysis of Real Time Spiking Neural Network Decoder for Neuromorphic Chips.

Chenyuan Zhao, Lingjia Liu, Yang Yi

Proceedings of the International Conference on Neuromorphic Systems, 2019

Maximizing System Throughput in D2D Networks Using Alternative DC Programming.

Hao-Hsuan Chang, Lingjia Liu, Hao Song, Alex Pidwerbetsky, Allan Berlinsky, Jonathan D. Ashdown, Kurt A. Turck, Yang Yi

Proceedings of the 2019 IEEE Global Communications Conference, 2019

High speed and energy efficient deep neural network for edge computing.

Kangjun Bai, Shiya Liu, Yang Yi

Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019

Deep-DFR: A Memristive Deep Delayed Feedback Reservoir Computing System with Hybrid Neural Network Topology.

Kangjun Bai, Qiyuan An, Yang Yi

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018

Distributed MIMO Precoding for In-Band Full-Duplex Wireless Backhaul in Heterogeneous Networks.

Yi Li, Pingzhi Fan, Lingjia Liu, Yang Yi

IEEE Trans. Veh. Technol., 2018

Enabling Sustainable Cyber Physical Security Systems through Neuromorphic Computing.

Jialing Li, Lingjia Liu, Chenyuan Zhao, Kian Hamedani, Rachad Atat, Yang Yi

IEEE Trans. Sustain. Comput., 2018

Brain-Inspired Wireless Communications: Where Reservoir Computing Meets MIMO-OFDM.

Somayeh Mosleh, Lingjia Liu, Cenk Sahin, Yahong Rosa Zheng, Yang Yi

IEEE Trans. Neural Networks Learn. Syst., 2018

Reservoir Computing Meets Smart Grids: Attack Detection Using Delayed Feedback Networks.

Kian Hamedani, Lingjia Liu, Rachad Atat, Jinsong Wu, Yang Yi

IEEE Trans. Ind. Informatics, 2018

A Novel Approach for Using TSVs As Membrane Capacitance in Neuromorphic 3-D IC.

M. Amimul Ehsan, Hongyu An, Zhen Zhou, Yang Yi

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018

Neuromorphic and cognitive computing and communication in hardware.

Yang Cindy Yi, Dhireesha Kudithipudi

Nano Commun. Networks, 2018

DFR: An Energy-efficient Analog Delay Feedback Reservoir Computing System for Brain-inspired Computing.

Kangjun Bai, Yang Yi

ACM J. Emerg. Technol. Comput. Syst., 2018

A Physical Layer Security Scheme for Mobile Health Cyber-Physical Systems.

Rachad Atat, Lingjia Liu, Jonathan D. Ashdown, Michael J. Medley, John D. Matyjas, Yang Yi

IEEE Internet Things J., 2018

Analog Spike-Timing-Dependent Resistive Crossbar Design for Brain Inspired Computing.

Chenyuan Zhao, Kian Hamedani, Jialing Li, Yang Yi

IEEE J. Emerg. Sel. Topics Circuits Syst., 2018

Big Data Meet Cyber-Physical Systems: A Panoramic Survey.

Rachad Atat, Lingjia Liu, Jinsong Wu, Guangyu Li, Chunxuan Ye, Yang Yi

IEEE Access, 2018

A deep learning based approach for analog hardware implementation of delayed feedback reservoir computing system.

Jialing Li, Kangjun Bai, Lingjia Liu, Yang Yi

Proceedings of the 19th International Symposium on Quality Electronic Design, 2018

Q-Learning for Non-Cooperative Channel Access Game of Cognitive Radio Networks.

He Jiang, Haibo He, Lingjia Liu, Yang Yi

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Realizing Green Symbol Detection via Reservoir Computing: An Energy-Efficiency Perspective.

Rubayet Shafin Bradley Shafin, Lingjia Liu, Jonathan D. Ashdown, John D. Matyjas, Michael J. Medley, Bryant T. Wysocki, Yang Yi

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Enabling a new era of brain-inspired computing: energy-efficient spiking neural network with ring topology.

Kangjun Bai, Jialing Li, Kian Hamedani, Yang Yi

Proceedings of the 55th Annual Design Automation Conference, 2018

2017

Interspike-Interval-Based Analog Spike-Time-Dependent Encoder for Neuromorphic Processors.

Chenyuan Zhao, Yang Yi, Jialing Li, Xin Fu, Lingjia Liu

IEEE Trans. Very Large Scale Integr. Syst., 2017

Energy Harvesting-Based D2D-Assisted Machine-Type Communications.

Rachad Atat, Lingjia Liu, Nicholas Mastronarde, Yang Yi

IEEE Trans. Commun., 2017

Emerging technology enabled energy-efficient GPGPUs register file.

Chenhao Xie, Jingweijia Tan, Mingsong Chen, Yang Yi, Lu Peng, Xin Fu

Microprocess. Microsystems, 2017

Enabling cyber-physical communication in 5G cellular networks: challenges, spatial spectrum sensing, and cyber-security.

Rachad Atat, Lingjia Liu, Hao Chen, Jinsong Wu, Hongxiang Li, Yang Yi

IET Cyper-Phys. Syst.: Theory & Appl., 2017

Three dimensional memristor-based neuromorphic computing system and its application to cloud robotics.

Hongyu An, Jialing Li, Ying Li, Xin Fu, Yang Yi

Comput. Electr. Eng., 2017

Hybrid three-dimensional integrated circuits: A viable solution for high efficiency Neuromorphic Computing.

M. Amimul Ehsan, Zhen Zhou, Yang Yi

Proceedings of the 2017 International Symposium on VLSI Design, Automation and Test, 2017

3D memristor-based adjustable deep recurrent neural network with programmable attention mechanism.

Hongyu An, Zhen Zhou, Yang Yi

Proceedings of the Neuromorphic Computing Symposium, 2017

Energy efficient analog spiking temporal encoder with verification and recovery scheme for neuromorphic computing systems.

Chenyuan Zhao, Jialing Li, Hongyu An, Yang Yi

Proceedings of the 18th International Symposium on Quality Electronic Design, 2017

Electrical modeling and analysis of 3D synaptic array using vertical RRAM structure.

Hongyu An, M. Amimul Ehsan, Zhen Zhou, Yang Yi

Proceedings of the 18th International Symposium on Quality Electronic Design, 2017

Analog hardware implementation of spike-based delayed feedback reservoir computing system.

Jialing Li, Chenyuan Zhao, Kian Hamedani, Yang Yi

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Neuromorphic 3D Integrated Circuit: A Hybrid, Reliable and Energy Efficient Approach for Next Generation Computing.

Md. Amimul Ehsan, Zhen Zhou, Yang Yi

Proceedings of the on Great Lakes Symposium on VLSI 2017, 2017

Adaptation of Enhanced TSV Capacitance as Membrane Property in 3D Brain-inspired Computing System.

M. Amimul Ehsan, Hongyu An, Zhen Zhou, Yang Yi

Proceedings of the 54th Annual Design Automation Conference, 2017

2016

Mitigating the Impact of Hardware Variability for GPGPUs Register File.

Jingweijia Tan, Mingsong Chen, Yang Yi, Xin Fu

IEEE Trans. Parallel Distributed Syst., 2016

Energy Efficient Spiking Temporal Encoder Design for Neuromorphic Computing Systems.

Chenyuan Zhao, Bryant T. Wysocki, Clare D. Thiem, Nathan R. McDonald, Jialing Li, Lingjia Liu, Yang Yi

IEEE Trans. Multi Scale Comput. Syst., 2016

FPGA based spike-time dependent encoder and reservoir design in neuromorphic computing processors.

Yang Yi, Yongbo Liao, Bin Wang, Xin Fu, Fangyang Shen, Hongyan Hou, Lingjia Liu

Microprocess. Microsystems, 2016

Low power CMOS power amplifier design for RFID and the Internet of Things.

Chenyuan Zhao, Jian Liu, Fangyang Shen, Yang Yi

Comput. Electr. Eng., 2016

Novel Spike based Reservoir Node Design with High Performance Spike Delay Loop.

Chenyuan Zhao, Jialing Li, Lingjia Liu, Lakshmi Sravanthi Koutha, Jian Liu, Yang Yi

Proceedings of the 3rd ACM International Conference on Nanoscale Computing and Communication, 2016

Performance Analysis on Nano-Networks: A Stochastic Geometry Approach.

Hao Chen, Rubayet Shafin Bradley Shafin, Rachad Atat, Yang Yi, Lingjia Liu

Proceedings of the 3rd ACM International Conference on Nanoscale Computing and Communication, 2016

Design challenges and methodologies in 3D integration for neuromorphic computing systems.

M. Amimul Ehsan, Hongyu An, Zhen Zhou, Yang Yi

Proceedings of the 17th International Symposium on Quality Electronic Design, 2016

An energy efficient decoding scheme for nonlinear MIMO-OFDM network using reservoir computing.

Susanna Mosleh, Cenk Sahin, Lingjia Liu, R. Y. Zheng, Yang Yi

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Making neural encoding robust and energy efficient: an advanced analog temporal encoder for brain-inspired computing systems.

Chenyuan Zhao, Jialing Li, Yang Yi

Proceedings of the 35th International Conference on Computer-Aided Design, 2016

Coordinated Data Assignment: A Novel Scheme for Big Data over Cached Cloud-RAN.

Susanna Mosleh, Lingjia Liu, Hongyan Hou, Yang Yi

Proceedings of the 2016 IEEE Global Communications Conference, 2016

Privacy Protection Scheme for eHealth Systems: A Stochastic Geometry Approach.

Rachad Atat, Lingjia Liu, Yang Yi

Proceedings of the 2016 IEEE Global Communications Conference, 2016

Improving Spectral Efficiency of D2D Cellular Networks through RF Energy Harvesting.

Rachad Atat, Lingjia Liu, Jonathan D. Ashdown, Michael J. Medley, John D. Matyjas, Yang Yi

Proceedings of the 2016 IEEE Global Communications Conference, 2016

Cooperative Retransmission for Massive MTC under Spatiotemporally Correlated Interference.

Hao Chen, Lingjia Liu, Nicholas Mastronarde, Liangping Ma, Yang Yi

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015

Resource Allocation for Delay-Sensitive Traffic Over LTE-Advanced Relay Networks.

Yan Li, Lingjia Liu, Hongxiang Li, Jianzhong Zhang, Yang Yi

IEEE Trans. Wirel. Commun., 2015

Spike-Time-Dependent Encoding for Neuromorphic Processors.

Chenyuan Zhao, Bryant T. Wysocki, Yifang Liu, Clare Thiem, Nathan R. McDonald, Yang Yi

ACM J. Emerg. Technol. Comput. Syst., 2015

Three Dimensional Integration Technology Applied to Neuromorphic Hardware Implementation.

M. Amimul Ehsan, Zhen Zhou, Yang Yi

Proceedings of the IEEE International Symposium on Nanoelectronic and Information Systems, 2015

Neuromorphic encoding system design with chaos based CMOS analog neuron.

Chenyuan Zhao, Wafi Danesh, Bryant T. Wysocki, Yang Yi

Proceedings of the 2015 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2015

Channel estimation in wireless OFDM systems using reservoir computing.

Wafi Danesh, Chenyuan Zhao, Bryant T. Wysocki, Michael J. Medley, Ngwe Thawdar, Yang Yi

Proceedings of the 2015 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2015

2014

Energy-Efficient Power Allocation for Delay-Sensitive Multimedia Traffic Over Wireless Systems.

Lingjia Liu, Yang Yi, Jean-François Chamberland, Jianzhong Zhang

IEEE Trans. Veh. Technol., 2014

2013

Modeling and characterizing GPGPU reliability in the presence of soft errors.

Jingweijia Tan, Yang Yi, Fangyang Shen, Xin Fu

Parallel Comput., 2013

Adaptive resource allocation for heterogeneous traffic over heterogeneous relay networks.

Yan Li, Lingjia Liu, Hongxiang Li, Ying Li, Yang Yi

Proceedings of IEEE International Conference on Communications, 2013

2012

Combating Interference: MU-MIMO, CoMP, and HetNet (Invited Paper).

Lingjia Liu, Jianzhong (Charlie) Zhang, Yang Yi, Hongxiang Li, Jinyun Zhang

J. Commun., 2012

2011

Capacity of Multicarrier Multilayer Broadcast and Unicast Hybrid Cellular System with Independent Channel Coding over Subcarriers.

Siqian Liu, Hongxiang Li, Guanying Ru, Weiyao Lin, Lingjia Liu, Yang Yi

Proceedings of the 74th IEEE Vehicular Technology Conference, 2011

2010

Optimal fusion scheme in wireless sensor networks under sum-rate capacity constraint.

Fang Yi, Yang Yi, Lingjia Liu

Proceedings of the 44th Annual Conference on Information Sciences and Systems, 2010