Handheld Mapping of Specular Surfaces Using Consumer-Grade Flash LiDAR. - Lin, Tsung-Han; Henley, Connor; Somasundaram, Siddharth; Dave, Akshat; Laifenfeld, Moshe; Raskar, Ramesh (2024)

Commercial Evaluation of Zero-Skipping MAC Design for Bit Sparsity Exploitation in DL Inference. - Nair, Harideep; Vellaisamy, Prabhu; Lin, Tsung-Han; Wang, Perry H.; Blanton, Ronald Shawn; Shen, John Paul (2024)

OzMAC: An Energy-Efficient Sparsity-Exploiting Multiply-Accumulate-Unit Design for DL Inference. - Nair, Harideep; Vellaisamy, Prabhu; Lin, Tsung-Han; Wang, Perry H.; Blanton, Ronald Shawn; Shen, John Paul (CoRR, 2024)

tubGEMM: Energy-Efficient and Sparsity-Effective Temporal-Unary-Binary Based Matrix Multiply Unit. - Vellaisamy, Prabhu; Nair, Harideep; Finn, Joseph; Trivedi, Manav; Chen, Albert; Li, Anna; Lin, Tsung-Han; Wang, Perry H.; Blanton, R. D. (Shawn); Shen, John Paul (CoRR, 2024)

tubGEMM: Energy-Efficient and Sparsity-Effective Temporal-Unary-Binary Based Matrix Multiply Unit. - Vellaisamy, Prabhu; Nair, Harideep; Finn, Joseph; Trivedi, Manav; Chen, Albert; Li, Anna; Lin, Tsung-Han; Wang, Perry H.; Blanton, Ronald Shawn; Shen, John Paul (2023)

Deep Kinematic Models for Kinematically Feasible Vehicle Trajectory Predictions. - Cui, Henggang; Nguyen, Thi; Chou, Fang-Chieh; Lin, Tsung-Han; Schneider, Jeff; Bradley, David; Djuric, Nemanja (2020)

Predicting Motion of Vulnerable Road Users using High-Definition Maps and Efficient ConvNets. - Chou, Fang-Chieh; Lin, Tsung-Han; Cui, Henggang; Radosavljevic, Vladan; Nguyen, Thi; Huang, Tzu-Kuo; Niedoba, Matthew; Schneider, Jeff; Djuric, Nemanja (2020)

Uncertainty-aware Short-term Motion Prediction of Traffic Actors for Autonomous Driving. - Djuric, Nemanja; Radosavljevic, Vladan; Cui, Henggang; Nguyen, Thi; Chou, Fang-Chieh; Lin, Tsung-Han; Singh, Nitin; Schneider, Jeff (2020)

Sparse Dictionary Learning by Dynamical Neural Networks. - Lin, Tsung-Han; Tang, Ping Tak Peter (2019)

Multimodal Trajectory Predictions for Autonomous Driving using Deep Convolutional Networks. - Cui, Henggang; Radosavljevic, Vladan; Chou, Fang-Chieh; Lin, Tsung-Han; Nguyen, Thi; Huang, Tzu-Kuo; Schneider, Jeff; Djuric, Nemanja (2019)

Predicting Motion of Vulnerable Road Users using High-Definition Maps and Efficient ConvNets. - Chou, Fang-Chieh; Lin, Tsung-Han; Cui, Henggang; Radosavljevic, Vladan; Nguyen, Thi; Huang, Tzu-Kuo; Niedoba, Matthew; Schneider, Jeff; Djuric, Nemanja (CoRR, 2019)

Deep Kinematic Models for Physically Realistic Prediction of Vehicle Trajectories. - Cui, Henggang; Nguyen, Thi; Chou, Fang-Chieh; Lin, Tsung-Han; Schneider, Jeff; Bradley, David; Djuric, Nemanja (CoRR, 2019)

Loihi: A Neuromorphic Manycore Processor with On-Chip Learning. - Davies, Mike; Srinivasa, Narayan; Lin, Tsung-Han; Chinya, Gautham N.; Cao, Yongqiang; Choday, Sri Harsha; Dimou, Georgios D.; Joshi, Prasad; Imam, Nabil; Jain, Shweta; Liao, Yuyun; Lin, Chit-Kwan; et al. (IEEE Micro, 2018)

Mapping spiking neural networks onto a manycore neuromorphic architecture. - Lin, Chit-Kwan; Wild, Andreas; Chinya, Gautham N.; Lin, Tsung-Han; Davies, Mike; Wang, Hong (2018)

Dictionary Learning by Dynamical Neural Networks. - Lin, Tsung-Han; Tang, Ping Tak Peter (CoRR, 2018)

Motion Prediction of Traffic Actors for Autonomous Driving using Deep Convolutional Networks. - Djuric, Nemanja; Radosavljevic, Vladan; Cui, Henggang; Nguyen, Thi; Chou, Fang-Chieh; Lin, Tsung-Han; Schneider, Jeff (CoRR, 2018)

Multimodal Trajectory Predictions for Autonomous Driving using Deep Convolutional Networks. - Cui, Henggang; Radosavljevic, Vladan; Chou, Fang-Chieh; Lin, Tsung-Han; Nguyen, Thi; Huang, Tzu-Kuo; Schneider, Jeff; Djuric, Nemanja (CoRR, 2018)

Machine Learning for Texture Segmentation and Classification of Comic Image in SVG Compression. - Chang, Ray-I; Su, Chung-Yuan; Lin, Tsung-Han (Int. J. Appl. Metaheuristic Comput., 2017)

Sparse Coding by Spiking Neural Networks: Convergence Theory and Computational Results. - Tang, Ping Tak Peter; Lin, Tsung-Han; Davies, Mike (CoRR, 2017)

Local Information with Feedback Perturbation Suffices for Dictionary Learning in Neural Circuits. - Lin, Tsung-Han (CoRR, 2017)

Stable and Efficient Representation Learning with Nonnegativity Constraints. - Lin, Tsung-Han; Kung, H. T. (2014)

Deep learning of spatio-temporal features with geometric-based moving point detection for motion segmentation. - Lin, Tsung-Han; Wang, Chieh-Chih (2014)

Improving GPOS Real-Time Responsiveness Using vCPU Migration in an Embedded Multicore Virtualization Platform. - Lin, Tsung-Han; Mitake, Hitoshi; Nakajima, Tatsuo (2013)

Parallelization Primitives for Dynamic Sparse Computations. - Lin, Tsung-Han; Tarsa, Stephen J.; Kung, H. T. (2013)

Concurrent channel access and estimation for scalable multiuser MIMO networking. - Lin, Tsung-Han; Kung, H. T. (2013)

Improving GPOS real-time responsiveness using vCPU migration in an embedded multicore virtualization platform. - Lin, Tsung-Han; Mitake, Hitoshi; Nakajima, Tatsuo (2013)

Using Range and Bearing Observation in Stereo-Based EKF SLAM. - Chen, Yao-Chang; Lin, Tsung-Han; Shih, Ta-Ming (2013)

Robust Lightweight Embedded Virtualization Layer Design with Simple Hardware Assistance. - Lin, Tsung-Han; Kinebuchi, Yuki; Nakajima, Tatsuo (IEICE Trans. Inf. Syst., 2012)

Compressive sensing medium access control for wireless LANs. - Lin, Tsung-Han; Kung, H. T. (2012)

A Light-Weighted Virtualization Layer for Multicore Processor-Based Rich Functional Embedded Systems. - Li, Ning; Kinebuchi, Yuki; Mitake, Hitoshi; Shimada, Hiromasa; Lin, Tsung-Han; Nakajima, Tatsuo (2012)

Determining RF angle of arrival using COTS antenna arrays: A field evaluation. - Chen, Hsieh-Chung; Lin, Tsung-Han; Kung, H. T.; Lin, Chit-Kwan; Gwon, Youngjune (2012)

Solving the Lock Holder Preemption Problem in a Multicore Processor-based Virtualization Layer for Embedded Systems. - Mitake, Hitoshi; Kinebuchi, Yuki; Lin, Tsung-Han; Nakajima, Tatsuo (2012)

Global Scheduling for the Embedded Virtualization System in the Multi-core Platform. - Lin, Tsung-Han; Mitake, Hitoshi; Kinebuchi, Yuki; Nakajima, Tatsuo (2012)

Using Virtual CPU Migration to Solve the Lock Holder Preemption Problem in a Multicore Processor-Based Virtualization Layer for Embedded Systems. - Mitake, Hitoshi; Lin, Tsung-Han; Kinebuchi, Yuki; Shimada, Hiromasa; Nakajima, Tatsuo (2012)

Temporal and spatial isolation in a virtualization layer for multi-core processor based information appliances. - Nakajima, Tatsuo; Kinebuchi, Yuki; Shimada, Hiromasa; Courbot, Alexandre; Lin, Tsung-Han (2011)

Achieving High Throughput Ground-to-UAV Transport via Parallel Links. - Lin, Chit-Kwan; Kung, H. T.; Lin, Tsung-Han; Tarsa, Stephen J.; Vlah, Dario (2011)

Hardware-Assisted Reliability Enhancement for Embedded Multi-core Virtualization Design. - Lin, Tsung-Han; Kinebuchi, Yuki; Courbot, Alexandre; Shimada, Hiromasa; Morita, Takushi; Mitake, Hitoshi; Lee, Chen-Yi; Nakajima, Tatsuo (2011)

An efficient pre-scanning scheme for handoff in Cooperative Vehicular Networks. - Wu, Tin Yu; Lee, Wei-Tsong; Liu, Fong-Hao; Chan, Hung-Lin; Lin, Tsung-Han (2011)

Hardware-Assisted Reliability Enhancement for Embedded Multi-core Virtualization Design. - Lin, Tsung-Han; Kinebuchi, Yuki; Shimada, Hiromasa; Mitake, Hitoshi; Lee, Chen-Yi; Nakajima, Tatsuo (2011)

Design issues in composition kernels for highly functional embedded systems. - Shimada, Hiromasa; Kinebuchi, Yuki; Lin, Tsung-Han; Courbot, Alexandre; Nakajima, Tatsuo (2011)

Composition Kernel: A Multi-core Processor Virtualization Layer for Highly Functional Embedded Systems. - Nakajima, Tatsuo; Kinebuchi, Yuki; Courbot, Alexandre; Shimada, Hiromasa; Lin, Tsung-Han; Mitake, Hitoshi (2010)

Composition Kernel: A Multi-core Processor Virtualization Layer for Rich Functional Smart Products. - Nakajima, Tatsuo; Kinebuchi, Yuki; Courbot, Alexandre; Shimada, Hiromasa; Lin, Tsung-Han; Mitake, Hitoshi (2010)

Energy-Efficient Boundary Detection for RF-Based Localization Systems. - Lin, Tsung-Han; Huang, Polly; Chu, Hao-Hua; You, Chuang-Wen (IEEE Trans. Mob. Comput., 2009)

Impact of Beacon Packet Losses to RSSI-Signature-Based Indoor Localization Sensor Networks. - Lin, Tsung-Han; Ng, I-Hei; Lau, Seng-Yong; Huang, Polly (2009)

XD: A Cross-Layer Designed Data Collection Mechanism for Mission-Critical WSNs in Urban Buildings. - Huang, Chieh-Ting; Lin, Tsung-Han; Chen, Ling-Jyh; Huang, Polly (2009)

A measurement study of zigbee-based indoor localization systems under RF interference. - Lau, Seng-Yong; Lin, Tsung-Han; Huang, Te-Yuan; Ng, I-Hei; Huang, Polly (2009)

Localization with snap-inducing shaped residuals (SISR): coping with errors in measurement. - Kung, H. T.; Lin, Chit-Kwan; Lin, Tsung-Han; Vlah, Dario (2009)

M-Ring: A Distributed, Self-Organized, Load-Balanced Communication Method on Super Peer Network. - Lin, Tsung-Han; Ho, Tsung-Hsuan; Chan, Yu-Wei; Chung, Yeh-Ching (2008)

Modeling and simulation comparison of two time synchronization protocols. - Lin, Tsung-Han; Chang, Keng-hao; Tian, Jr-ben; Chu, Hao-Hua; Huang, Polly (2008)

Double-via-driven standard cell library design. - Lin, Tsai-Ying; Lin, Tsung-Han; Tung, Hui-Hsiang; Lin, Rung-Bin (2007)

Enabling Energy-Efficient and Quality Localization Services. - Lin, Tsung-Han; Huang, Polly; Chu, Hao-Hua; Chen, Hsing-Hau; Chen, Ju-Peng (2006)

Sensor data aggregation for resource inventory applications. - Lin, Tsung-Han; Huang, Polly (2005)