Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

Enhancing the Performance of Liquid State Machine with Time-Division Sampling and Reservoir Reconstructing.

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[DOI]

Yuchen Qiu

Lei Wang

Xiaofan Chen

Lianhua Qu

A Novel Ring-based Small-World NoC for Neuromorphic Processor.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Application-specific Systems, 2021

2020

A Memristor-Based Spiking Neural Network With High Scalability and Learning Efficiency.

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[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2020

CSMO-DSE: Fast and Precise Application-driven DSE Guided by Criticality and Sensitivity Analysis.

[BibT_eX]

[DOI]

ACM J. Emerg. Technol. Comput. Syst., 2020

ASIE: An Asynchronous SNN Inference Engine for AER Events Processing.

[BibT_eX]

[DOI]

ACM J. Emerg. Technol. Comput. Syst., 2020

A Machine Learning Framework with Feature Selection for Floorplan Acceleration in IC Physical Design.

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[DOI]

J. Comput. Sci. Technol., 2020

SIES: A Novel Implementation of Spiking Convolutional Neural Network Inference Engine on Field-Programmable Gate Array.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2020

Laius: an energy-efficient FPGA CNN accelerator with the support of a fixed-point training framework.

[BibT_eX]

[DOI]

Int. J. Comput. Sci. Eng., 2020

An Overhead-Free Max-Pooling Method for SNN.

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[DOI]

IEEE Embed. Syst. Lett., 2020

SeqXFilter: A Memory-efficient Denoising Filter for Dynamic Vision Sensors.

[BibT_eX]

[DOI]

CoRR, 2020

A Noise Filter for Dynamic Vision Sensors based on Global Space and Time Information.

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[DOI]

CoRR, 2020

Exploration of Input Patterns for Enhancing the Performance of Liquid State Machines.

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[DOI]

CoRR, 2020

Hybrid Deblur Net: Deep Non-Uniform Deblurring With Event Camera.

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[DOI]

IEEE Access, 2020

CompressedCache: Enabling Storage Compression on Neuromorphic Processor for Liquid State Machine.

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[DOI]

Proceedings of the Network and Parallel Computing, 2020

Recurrent Neural Architecture Search based on Randomness-Enhanced Tabu Algorithm.

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[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

FTR-NAS: Fault-Tolerant Recurrent Neural Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Real-Time Gesture Classification System Based on Dynamic Vision Sensor.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

MAMAP: Congestion Relieved Memetic Algorithm based Mapping Method for Mapping Large-Scale SNNs onto NoC-based Neuromorphic Hardware.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

SNEAP: A Fast and Efficient Toolchain for Mapping Large-Scale Spiking Neural Network onto NoC-based Neuromorphic Platform.

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[DOI]

Proceedings of the GLSVLSI '20: Great Lakes Symposium on VLSI 2020, 2020

Application-specific network-on-chip design space exploration framework for neuromorphic processor.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM International Conference on Computing Frontiers, 2020

HashHeat: An O(C) Complexity Hashing-based Filter for Dynamic Vision Sensor.

[BibT_eX]

[DOI]

Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020

PRBN: A Pipelined Implementation of RBN for CNN Training.

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[DOI]

Proceedings of the Advanced Computer Architecture - 13th Conference, 2020

A Software-Hardware Co-exploration Framework for Optimizing Communication in Neuromorphic Processor.

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[DOI]

Proceedings of the Advanced Computer Architecture - 13th Conference, 2020

Liquid State Machine Applications Mapping for NoC-Based Neuromorphic Platforms.

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[DOI]

Proceedings of the Advanced Computer Architecture - 13th Conference, 2020

2019

A Low-Power and High-PSNR Unified DCT/IDCT Architecture Based on EARC and Enhanced Scale Factor Approximation.

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[DOI]

IEEE Access, 2019

PRTSM: Hardware Data Arrangement Mechanisms for Convolutional Layer Computation on the Systolic Array.

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[DOI]

Proceedings of the Network and Parallel Computing, 2019

A Systolic SNN Inference Accelerator and its Co-optimized Software Framework.

[BibT_eX]

[DOI]

Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

ASIE: An Asynchronous SNN Inference Engine for AER Events Processing.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Symposium on Asynchronous Circuits and Systems, 2019

2018

Systolic Array Based Accelerator and Algorithm Mapping for Deep Learning Algorithms.

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[DOI]

Proceedings of the Network and Parallel Computing, 2018

A Parallel Algorithm for Instruction Dependence Graph Analysis Based on Multithreading.

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[DOI]

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2018

Pre-Calculating Ising Memory: Low Cost Method to Enhance Traditional Memory with Ising Ability.

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[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Live Demonstration: Image Segmentation on the FPGA-based Pre-calculating Ising Memory.

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[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Memory Bandwidth and Energy Efficiency Optimization of Deep Convolutional Neural Network Accelerators.

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[DOI]

Proceedings of the Advanced Computer Architecture - 12th Conference, 2018

2017

ACCDSE: A Design Space Exploration Framework for Convolutional Neural Network Accelerator.

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[DOI]

Proceedings of the Computer Engineering and Technology - 21st CCF Conference, 2017

Laius: An 8-Bit Fixed-Point CNN Hardware Inference Engine.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

FixCaffe: Training CNN with Low Precision Arithmetic Operations by Fixed Point Caffe.

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[DOI]

Proceedings of the Advanced Parallel Processing Technologies, 2017

2016

Shielding STT-RAM Based Register Files on GPUs against Read Disturbance.

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[DOI]

ACM J. Emerg. Technol. Comput. Syst., 2016

The Macro-DSE for HPC Processing Unit: The Physical Constraints Perspective.

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[DOI]

Proceedings of the Green, Pervasive, and Cloud Computing - 11th International Conference, 2016

Coarse Granularity Data Migration Based Power Management Mechanism for 3D DRAM Cache.

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[DOI]

Proceedings of the Advanced Computer Architecture - 11th Conference, 2016

2015

Modeling and Analyzing of 3D DRAM as L3 Cache Based on DRAMSim2.

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[DOI]

Proceedings of the Computer Engineering and Technology - 19th CCF Conference, 2015

A Scalable and Fast Microprocessor Design Space Exploration Methodology.

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[DOI]

Proceedings of the IEEE 9th International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2015

2013

DCP: Improving the Throughput of Asynchronous Pipeline by Dual Control Path.

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[DOI]

Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

2009

A New Description Language for Data-Driven Asynchronous Circuits and its Design Flow.

[BibT_eX]

[DOI]

Gang Jin

Lei Wang

Zhiying Wang

Proceedings of the 2009 Pacific-Asia Conference on Circuits, Communications and Systems, 2009

The Design of Asynchronous Microprocessor Based on Optimized NCL_X Design-Flow.

[BibT_eX]

[DOI]

Gang Jin