Pengju Ren

Orcid: 0000-0003-1163-2014

According to our database¹, Pengju Ren authored at least 61 papers between 2008 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Error Loss Networks.

[BibT_eX]

[DOI]

Badong Chen

Yunfei Zheng

Pengju Ren

IEEE Trans. Neural Networks Learn. Syst., April, 2024

Differential-Matching Prefetcher for Indirect Memory Access.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2024

2023

HIPU: A Hybrid Intelligent Processing Unit With Fine-Grained ISA for Real-Time Deep Neural Network Inference Applications.

[BibT_eX]

[DOI]

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

Optimizing FPGA-Based DNN Accelerator With Shared Exponential Floating-Point Format.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., November, 2023

REMAP: A Spatiotemporal CNN Accelerator Optimization Methodology and Toolkit Thereof.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., May, 2023

An Energy-and-Area-Efficient CNN Accelerator for Universal Powers-of-Two Quantization.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., March, 2023

A Comprehensive Performance Model of Sparse Matrix-Vector Multiplication to Guide Kernel Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., February, 2023

UCLF: An Uncertainty-Aware Cooperative Lane-Changing Framework for Connected Autonomous Vehicles in Mixed Traffic.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

TAQ: Top-K Attention-Aware Quantization for Vision Transformers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2023

PrSpMV: An Efficient Predictable Kernel for SpMV.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE International Conference on Computer Design, 2023

2022

Perturbation of Spike Timing Benefits Neural Network Performance on Similarity Search.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Multikernel Correntropy for Robust Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Asymmetric Correntropy for Robust Adaptive Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2022

MI2D: Accelerating Matrix Inversion with 2-Dimensional Tile Manipulations.

[BibT_eX]

[DOI]

Proceedings of the GLSVLSI '22: Great Lakes Symposium on VLSI 2022, Irvine CA USA, June 6, 2022

AdaBin: Improving Binary Neural Networks with Adaptive Binary Sets.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Linear and Nonlinear Regression-Based Maximum Correntropy Extended Kalman Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2021

PIT: Processing-In-Transmission With Fine-Grained Data Manipulation Networks.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2021

GroupifyVAE: from Group-based Definition to VAE-based Unsupervised Representation Disentanglement.

[BibT_eX]

[DOI]

CoRR, 2021

A Lightweight sequence-based Unsupervised Loop Closure Detection.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Joint Critics Mechanism: A Universal Framework for Multi-targets Visual Navigation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

CAQ: Context-Aware Quantization via Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

ac<sup>2</sup>SLAM: FPGA Accelerated High-Accuracy SLAM with Heapsort and Parallel Keypoint Extractor.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Field-Programmable Technology, 2021

SpV8: Pursuing Optimal Vectorization and Regular Computation Pattern in SpMV.

[BibT_eX]

[DOI]

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020

Robust Power System State Estimation With Minimum Error Entropy Unscented Kalman Filter.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2020

A 4K × 2K@60fps Multifunctional Video Display Processor for High Perceptual Image Quality.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2020

EMG-Based Gestures Classification Using a Mixed-Signal Neuromorphic Processing System.

[BibT_eX]

[DOI]

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

Visual Semantic SLAM with Landmarks for Large-Scale Outdoor Environment.

[BibT_eX]

[DOI]

CoRR, 2020

Exploring Better Speculation and Data Locality in Sparse Matrix-Vector Multiplication on Intel Xeon.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Computer Design, 2020

COCOA: Content-Oriented Configurable Architecture Based on Highly-Adaptive Data Transmission Networks.

[BibT_eX]

[DOI]

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

CentripetalNet: Pursuing High-Quality Keypoint Pairs for Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Neuromorphic Implementation of a Recurrent Neural Network for EMG Classification.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

2019

Maximum Total Correntropy Diffusion Adaptation Over Networks With Noisy Links.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2019

Design Space Exploration of Neural Network Activation Function Circuits.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019

Asymmetric Correntropy for Robust Adaptive Filtering.

[BibT_eX]

[DOI]

CoRR, 2019

Multi-Kernel Correntropy for Robust Learning.

[BibT_eX]

[DOI]

CoRR, 2019

2018

Reconstruction of Visual Image From Functional Magnetic Resonance Imaging Using Spiking Neuron Model.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Dev. Syst., 2018

A novel spiking neural network of receptive field encoding with groups of neurons decision.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2018

Spiking Locality-Sensitive Hash: Spiking Computation with Phase Encoding Method.

[BibT_eX]

[DOI]

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

Multitask Learning With Enhanced Modules.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Activations Quantization for Compact Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

A 4K×2K@60fps Multi-format Multi-function Display Processor for High Perceptual Quality.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Asia Pacific Conference on Circuits and Systems, 2018

2017

Toward an Efficient Multiview Display Processing Architecture for 3DTV.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2017

Hybrid-augmented intelligence: collaboration and cognition.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2017

FASHION: Fault-Aware Self-Healing Intelligent On-chip Network.

[BibT_eX]

[DOI]

CoRR, 2017

2016

A Deadlock-Free and Connectivity-Guaranteed Methodology for Achieving Fault-Tolerance in On-Chip Networks.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2016

Fault-Aware Load-Balancing Routing for 2D-Mesh and Torus On-Chip Network Topologies.

[BibT_eX]

[DOI]

Pengju Ren

Michel A. Kinsy

Nanning Zheng

IEEE Trans. Computers, 2016

A reconfigurable parallel FPGA accelerator for the adapt-then-combine diffusion LMS algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Towards connectivity-guaranteed power-gating large-scale on-chip networks.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Green and Sustainable Computing Conference, 2016

2015

A reconfigurable parallel FPGA accelerator for the kernel affine projection algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

A high efficient hardware architecture for multiview 3DTV.

[BibT_eX]

[DOI]

Proceedings of the 20th Asia and South Pacific Design Automation Conference, 2015

A real-time permutation entropy computation for EEG signals.

[BibT_eX]

[DOI]

Proceedings of the 20th Asia and South Pacific Design Automation Conference, 2015

A 128-way FPGA platform for the acceleration of KLMS algorithm.

[BibT_eX]

[DOI]

Proceedings of the 20th Asia and South Pacific Design Automation Conference, 2015

2014

Hardware implementation of KLMS algorithm using FPGA.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

A reconfigurable parallel acceleration platform for evaluation of permutation entropy.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Fault-tolerant Routing for On-chip Network Without Using Virtual Channels.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Design Automation Conference 2014, 2014

2013

A high-throughput fixed-point complex divider for FPGAs.

[BibT_eX]

[DOI]

Dong Wang

Pengju Ren

Leibo Liu

IEICE Electron. Express, 2013

Depth map generation from geometry and motion.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Digital Image Processing, 2013

2012

HORNET: A Cycle-Level Multicore Simulator.

[BibT_eX]

[DOI]

Christopher W. Fletcher

Omer Khan

Nanning Zheng

Srinivas Devadas

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2012

2011

Architecting high-performance energy-efficient soft error resilient cache under 3D integration technology.

[BibT_eX]

[DOI]

Microprocess. Microsystems, 2011

Scalable, accurate multicore simulation in the 1000-core era.

[BibT_eX]

[DOI]

Christopher W. Fletcher

Omer Khan

Srinivas Devadas

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2011

2008

An Efficient Motion Adaptive De-interlacing and Its VLSI Architecture Design.

[BibT_eX]

[DOI]

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2008

Pengju Ren

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