Tsung-Han Lin

According to our database1, Tsung-Han Lin authored at least 46 papers between 2005 and 2024.

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Bibliography

2024
OzMAC: An Energy-Efficient Sparsity-Exploiting Multiply-Accumulate-Unit Design for DL Inference.
CoRR, 2024

2023
tubGEMM: Energy-Efficient and Sparsity-Effective Temporal-Unary-Binary Based Matrix Multiply Unit.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2023

2020
Uncertainty-aware Short-term Motion Prediction of Traffic Actors for Autonomous Driving.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Predicting Motion of Vulnerable Road Users using High-Definition Maps and Efficient ConvNets.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Deep Kinematic Models for Kinematically Feasible Vehicle Trajectory Predictions.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

2019
Deep Kinematic Models for Physically Realistic Prediction of Vehicle Trajectories.
CoRR, 2019

Multimodal Trajectory Predictions for Autonomous Driving using Deep Convolutional Networks.
Proceedings of the International Conference on Robotics and Automation, 2019

Sparse Dictionary Learning by Dynamical Neural Networks.
Proceedings of the 7th International Conference on Learning Representations, 2019

2018
Loihi: A Neuromorphic Manycore Processor with On-Chip Learning.
IEEE Micro, 2018

Motion Prediction of Traffic Actors for Autonomous Driving using Deep Convolutional Networks.
CoRR, 2018

Dictionary Learning by Dynamical Neural Networks.
CoRR, 2018

Mapping spiking neural networks onto a manycore neuromorphic architecture.
Proceedings of the 39th ACM SIGPLAN Conference on Programming Language Design and Implementation, 2018

2017
Machine Learning for Texture Segmentation and Classification of Comic Image in SVG Compression.
Int. J. Appl. Metaheuristic Comput., 2017

Sparse Coding by Spiking Neural Networks: Convergence Theory and Computational Results.
CoRR, 2017

Local Information with Feedback Perturbation Suffices for Dictionary Learning in Neural Circuits.
CoRR, 2017

2014
Deep learning of spatio-temporal features with geometric-based moving point detection for motion segmentation.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Stable and Efficient Representation Learning with Nonnegativity Constraints.
Proceedings of the 31th International Conference on Machine Learning, 2014

2013
Using Range and Bearing Observation in Stereo-Based EKF SLAM.
Proceedings of the Towards Autonomous Robotic Systems - 14th Annual Conference, 2013

Improving GPOS real-time responsiveness using vCPU migration in an embedded multicore virtualization platform.
Proceedings of the 2013 IEEE 19th International Conference on Embedded and Real-Time Computing Systems and Applications, 2013

Concurrent channel access and estimation for scalable multiuser MIMO networking.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Parallelization Primitives for Dynamic Sparse Computations.
Proceedings of the 5th USENIX Workshop on Hot Topics in Parallelism, 2013

2012
Robust Lightweight Embedded Virtualization Layer Design with Simple Hardware Assistance.
IEICE Trans. Inf. Syst., 2012

Using Virtual CPU Migration to Solve the Lock Holder Preemption Problem in a Multicore Processor-Based Virtualization Layer for Embedded Systems.
Proceedings of the 2012 IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2012

Solving the Lock Holder Preemption Problem in a Multicore Processor-based Virtualization Layer for Embedded Systems.
Proceedings of the PECCS 2012, 2012

Global Scheduling for the Embedded Virtualization System in the Multi-core Platform.
Proceedings of the PECCS 2012, 2012

Determining RF angle of arrival using COTS antenna arrays: A field evaluation.
Proceedings of the 31st IEEE Military Communications Conference, 2012

A Light-Weighted Virtualization Layer for Multicore Processor-Based Rich Functional Embedded Systems.
Proceedings of the 15th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing, 2012

Compressive sensing medium access control for wireless LANs.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

2011
Design issues in composition kernels for highly functional embedded systems.
Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011

Hardware-Assisted Reliability Enhancement for Embedded Multi-core Virtualization Design.
Proceedings of the 17th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2011

An efficient pre-scanning scheme for handoff in Cooperative Vehicular Networks.
Proceedings of the IEEE 22nd International Symposium on Personal, 2011

Hardware-Assisted Reliability Enhancement for Embedded Multi-core Virtualization Design.
Proceedings of the 14th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing, 2011

Achieving High Throughput Ground-to-UAV Transport via Parallel Links.
Proceedings of 20th International Conference on Computer Communications and Networks, 2011

Temporal and spatial isolation in a virtualization layer for multi-core processor based information appliances.
Proceedings of the 16th Asia South Pacific Design Automation Conference, 2011

2010
Composition Kernel: A Multi-core Processor Virtualization Layer for Rich Functional Smart Products.
Proceedings of the Software Technologies for Embedded and Ubiquitous Systems, 2010

Composition Kernel: A Multi-core Processor Virtualization Layer for Highly Functional Embedded Systems.
Proceedings of the 16th IEEE Pacific Rim International Symposium on Dependable Computing, 2010

2009
Energy-Efficient Boundary Detection for RF-Based Localization Systems.
IEEE Trans. Mob. Comput., 2009

A measurement study of zigbee-based indoor localization systems under RF interference.
Proceedings of the 4th ACM International Workshop on Experimental Evaluation and Characterization, 2009

Localization with snap-inducing shaped residuals (SISR): coping with errors in measurement.
Proceedings of the 15th Annual International Conference on Mobile Computing and Networking, 2009

Impact of Beacon Packet Losses to RSSI-Signature-Based Indoor Localization Sensor Networks.
Proceedings of the MDM 2009, 2009

XD: A Cross-Layer Designed Data Collection Mechanism for Mission-Critical WSNs in Urban Buildings.
Proceedings of the MDM 2009, 2009

2008
Modeling and simulation comparison of two time synchronization protocols.
Proceedings of the 3rd ACM Workshop on Performance Monitoring and Measurement of Heterogeneous Wireless and Wired Networks, 2008

M-Ring: A Distributed, Self-Organized, Load-Balanced Communication Method on Super Peer Network.
Proceedings of the 9th International Symposium on Parallel Architectures, 2008

2007
Double-via-driven standard cell library design.
Proceedings of the 2007 Design, Automation and Test in Europe Conference and Exposition, 2007

2006
Enabling Energy-Efficient and Quality Localization Services.
Proceedings of the 4th IEEE Conference on Pervasive Computing and Communications Workshops (PerCom 2006 Workshops), 2006

2005
Sensor data aggregation for resource inventory applications.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2005


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