Tsung-Han Lin

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 17

Top Topics

Motion Prediction

Spiking Neural Networks

Sparse Representation

Top Venues

Publications

Harideep Nair, Prabhu Vellaisamy, Tsung-Han Lin, Perry H. Wang, Ronald Shawn Blanton, John Paul Shen
OzMAC: An Energy-Efficient Sparsity-Exploiting Multiply-Accumulate-Unit Design for DL Inference. CoRR (2024)
Prabhu Vellaisamy, Harideep Nair, Joseph Finn, Manav Trivedi, Albert Chen, Anna Li, Tsung-Han Lin, Perry H. Wang, Ronald Shawn Blanton, John Paul Shen
tubGEMM: Energy-Efficient and Sparsity-Effective Temporal-Unary-Binary Based Matrix Multiply Unit. ISVLSI (2023)
Henggang Cui, Thi Nguyen, Fang-Chieh Chou, Tsung-Han Lin, Jeff Schneider, David Bradley, Nemanja Djuric
Deep Kinematic Models for Kinematically Feasible Vehicle Trajectory Predictions. ICRA (2020)
Fang-Chieh Chou, Tsung-Han Lin, Henggang Cui, Vladan Radosavljevic, Thi Nguyen, Tzu-Kuo Huang, Matthew Niedoba, Jeff Schneider, Nemanja Djuric
Predicting Motion of Vulnerable Road Users using High-Definition Maps and Efficient ConvNets. IV (2020)
Nemanja Djuric, Vladan Radosavljevic, Henggang Cui, Thi Nguyen, Fang-Chieh Chou, Tsung-Han Lin, Nitin Singh, Jeff Schneider
Uncertainty-aware Short-term Motion Prediction of Traffic Actors for Autonomous Driving. WACV (2020)
Fang-Chieh Chou, Tsung-Han Lin, Henggang Cui, Vladan Radosavljevic, Thi Nguyen, Tzu-Kuo Huang, Matthew Niedoba, Jeff Schneider, Nemanja Djuric
Predicting Motion of Vulnerable Road Users using High-Definition Maps and Efficient ConvNets. CoRR (2019)
Tsung-Han Lin, Ping Tak Peter Tang
Sparse Dictionary Learning by Dynamical Neural Networks. ICLR (Poster) (2019)
Henggang Cui, Vladan Radosavljevic, Fang-Chieh Chou, Tsung-Han Lin, Thi Nguyen, Tzu-Kuo Huang, Jeff Schneider, Nemanja Djuric
Multimodal Trajectory Predictions for Autonomous Driving using Deep Convolutional Networks. ICRA (2019)
Henggang Cui, Thi Nguyen, Fang-Chieh Chou, Tsung-Han Lin, Jeff Schneider, David Bradley, Nemanja Djuric
Deep Kinematic Models for Physically Realistic Prediction of Vehicle Trajectories. CoRR (2019)
Henggang Cui, Vladan Radosavljevic, Fang-Chieh Chou, Tsung-Han Lin, Thi Nguyen, Tzu-Kuo Huang, Jeff Schneider, Nemanja Djuric
Multimodal Trajectory Predictions for Autonomous Driving using Deep Convolutional Networks. CoRR (2018)
Mike Davies, Narayan Srinivasa, Tsung-Han Lin, Gautham N. Chinya, Yongqiang Cao, Sri Harsha Choday, Georgios D. Dimou, Prasad Joshi, Nabil Imam, Shweta Jain, Yuyun Liao, Chit-Kwan Lin, Andrew Lines, Ruokun Liu, Deepak Mathaikutty, Steven McCoy, Arnab Paul, Jonathan Tse, Guruguhanathan Venkataramanan, Yi-Hsin Weng, Andreas Wild, Yoonseok Yang, Hong Wang
Loihi: A Neuromorphic Manycore Processor with On-Chip Learning. IEEE Micro 38 (1) (2018)
Nemanja Djuric, Vladan Radosavljevic, Henggang Cui, Thi Nguyen, Fang-Chieh Chou, Tsung-Han Lin, Jeff Schneider
Motion Prediction of Traffic Actors for Autonomous Driving using Deep Convolutional Networks. CoRR (2018)
Chit-Kwan Lin, Andreas Wild, Gautham N. Chinya, Tsung-Han Lin, Mike Davies, Hong Wang
Mapping spiking neural networks onto a manycore neuromorphic architecture. PLDI (2018)
Tsung-Han Lin, Ping Tak Peter Tang
Dictionary Learning by Dynamical Neural Networks. CoRR (2018)
Ping Tak Peter Tang, Tsung-Han Lin, Mike Davies
Sparse Coding by Spiking Neural Networks: Convergence Theory and Computational Results. CoRR (2017)
Ray-I Chang, Chung-Yuan Su, Tsung-Han Lin
Machine Learning for Texture Segmentation and Classification of Comic Image in SVG Compression. Int. J. Appl. Metaheuristic Comput. 8 (3) (2017)
Tsung-Han Lin
Local Information with Feedback Perturbation Suffices for Dictionary Learning in Neural Circuits. CoRR (2017)
Tsung-Han Lin, Chieh-Chih Wang
Deep learning of spatio-temporal features with geometric-based moving point detection for motion segmentation. ICRA (2014)
Tsung-Han Lin, H. T. Kung
Stable and Efficient Representation Learning with Nonnegativity Constraints. ICML (2014)
Tsung-Han Lin, Hitoshi Mitake, Tatsuo Nakajima
Improving GPOS real-time responsiveness using vCPU migration in an embedded multicore virtualization platform. RTCSA (2013)
Yao-Chang Chen, Tsung-Han Lin, Ta-Ming Shih
Using Range and Bearing Observation in Stereo-Based EKF SLAM. TAROS (2013)
Tsung-Han Lin, Hitoshi Mitake, Tatsuo Nakajima
Improving GPOS Real-Time Responsiveness Using vCPU Migration in an Embedded Multicore Virtualization Platform. CSE (2013)
Tsung-Han Lin, H. T. Kung
Concurrent channel access and estimation for scalable multiuser MIMO networking. INFOCOM (2013)
Tsung-Han Lin, Stephen J. Tarsa, H. T. Kung
Parallelization Primitives for Dynamic Sparse Computations. HotPar (2013)
Ning Li, Yuki Kinebuchi, Hitoshi Mitake, Hiromasa Shimada, Tsung-Han Lin, Tatsuo Nakajima
A Light-Weighted Virtualization Layer for Multicore Processor-Based Rich Functional Embedded Systems. ISORC (2012)
Hitoshi Mitake, Tsung-Han Lin, Yuki Kinebuchi, Hiromasa Shimada, Tatsuo Nakajima
Using Virtual CPU Migration to Solve the Lock Holder Preemption Problem in a Multicore Processor-Based Virtualization Layer for Embedded Systems. RTCSA (2012)
Tsung-Han Lin, Hitoshi Mitake, Yuki Kinebuchi, Tatsuo Nakajima
Global Scheduling for the Embedded Virtualization System in the Multi-core Platform. PECCS (2012)
Tsung-Han Lin, H. T. Kung
Compressive sensing medium access control for wireless LANs. GLOBECOM (2012)
Hsieh-Chung Chen, Tsung-Han Lin, H. T. Kung, Chit-Kwan Lin, Youngjune Gwon
Determining RF angle of arrival using COTS antenna arrays: A field evaluation. MILCOM (2012)
Tsung-Han Lin, Yuki Kinebuchi, Tatsuo Nakajima
Robust Lightweight Embedded Virtualization Layer Design with Simple Hardware Assistance. IEICE Trans. Inf. Syst. (12) (2012)
Hitoshi Mitake, Yuki Kinebuchi, Tsung-Han Lin, Tatsuo Nakajima
Solving the Lock Holder Preemption Problem in a Multicore Processor-based Virtualization Layer for Embedded Systems. PECCS (2012)
Tin Yu Wu, Wei-Tsong Lee, Fong-Hao Liu, Hung-Lin Chan, Tsung-Han Lin
An efficient pre-scanning scheme for handoff in Cooperative Vehicular Networks. PIMRC (2011)
Tsung-Han Lin, Yuki Kinebuchi, Hiromasa Shimada, Hitoshi Mitake, Chen-Yi Lee, Tatsuo Nakajima
Hardware-Assisted Reliability Enhancement for Embedded Multi-core Virtualization Design. RTCSA (2) (2011)
Chit-Kwan Lin, H. T. Kung, Tsung-Han Lin, Stephen J. Tarsa, Dario Vlah
Achieving High Throughput Ground-to-UAV Transport via Parallel Links. ICCCN (2011)
Hiromasa Shimada, Yuki Kinebuchi, Tsung-Han Lin, Alexandre Courbot, Tatsuo Nakajima
Design issues in composition kernels for highly functional embedded systems. SAC (2011)
Tsung-Han Lin, Yuki Kinebuchi, Alexandre Courbot, Hiromasa Shimada, Takushi Morita, Hitoshi Mitake, Chen-Yi Lee, Tatsuo Nakajima
Hardware-Assisted Reliability Enhancement for Embedded Multi-core Virtualization Design. ISORC (2011)
Tatsuo Nakajima, Yuki Kinebuchi, Hiromasa Shimada, Alexandre Courbot, Tsung-Han Lin
Temporal and spatial isolation in a virtualization layer for multi-core processor based information appliances. ASP-DAC (2011)
Tatsuo Nakajima, Yuki Kinebuchi, Alexandre Courbot, Hiromasa Shimada, Tsung-Han Lin, Hitoshi Mitake
Composition Kernel: A Multi-core Processor Virtualization Layer for Highly Functional Embedded Systems. PRDC (2010)
Tatsuo Nakajima, Yuki Kinebuchi, Alexandre Courbot, Hiromasa Shimada, Tsung-Han Lin, Hitoshi Mitake
Composition Kernel: A Multi-core Processor Virtualization Layer for Rich Functional Smart Products. SEUS (2010)
Seng-Yong Lau, Tsung-Han Lin, Te-Yuan Huang, I-Hei Ng, Polly Huang
A measurement study of zigbee-based indoor localization systems under RF interference. WiNTECH@MOBICOM (2009)
Tsung-Han Lin, Polly Huang, Hao-Hua Chu, Chuang-Wen You
Energy-Efficient Boundary Detection for RF-Based Localization Systems. IEEE Trans. Mob. Comput. 8 (1) (2009)
Chieh-Ting Huang, Tsung-Han Lin, Ling-Jyh Chen, Polly Huang
XD: A Cross-Layer Designed Data Collection Mechanism for Mission-Critical WSNs in Urban Buildings. Mobile Data Management (2009)
Tsung-Han Lin, I-Hei Ng, Seng-Yong Lau, Polly Huang
Impact of Beacon Packet Losses to RSSI-Signature-Based Indoor Localization Sensor Networks. Mobile Data Management (2009)
H. T. Kung, Chit-Kwan Lin, Tsung-Han Lin, Dario Vlah
Localization with snap-inducing shaped residuals (SISR): coping with errors in measurement. MobiCom (2009)
Tsung-Han Lin, Tsung-Hsuan Ho, Yu-Wei Chan, Yeh-Ching Chung
M-Ring: A Distributed, Self-Organized, Load-Balanced Communication Method on Super Peer Network. ISPAN (2008)
Tsung-Han Lin, Keng-hao Chang, Jr-ben Tian, Hao-Hua Chu, Polly Huang
Modeling and simulation comparison of two time synchronization protocols. PM2HW2N (2008)
Tsai-Ying Lin, Tsung-Han Lin, Hui-Hsiang Tung, Rung-Bin Lin
Double-via-driven standard cell library design. DATE (2007)
Tsung-Han Lin, Polly Huang, Hao-Hua Chu, Hsing-Hau Chen, Ju-Peng Chen
Enabling Energy-Efficient and Quality Localization Services. PerCom Workshops (2006)
Tsung-Han Lin, Polly Huang
Sensor data aggregation for resource inventory applications. WCNC (2005)