


default search action
Tajana Rosing
Tajana Simunic Rosing – Tajana Simunic – Tajana Šimunić Rosing
Person information
- unicode name: Tajana Šimunić Rosing
- affiliation: University of California, San Diego, CA, USA
Refine list

refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2025
- [j77]Xuan Wang
, Minxuan Zhou
, Tajana Rosing
:
Fast-OverlaPIM: A Fast Overlap-Driven Mapping Framework for Processing In-Memory Neural Network Acceleration. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 44(1): 130-143 (2025) - [j76]Weihong Xu, Saransh Gupta, Justin Morris, Xincheng Shen, Mohsen Imani, Baris Aksanli, Tajana Rosing:
Tri-HD: Energy-Efficient On-Chip Learning With In-Memory Hyperdimensional Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 44(2): 525-539 (2025) - 2024
- [j75]Fatemeh Asgarinejad
, Anthony Thomas, Ryan Hildebrant, Zhenyu Zhang, Shangping Ren, Tajana Rosing, Baris Aksanli
:
Optimized Early Prediction of Business Processes with Hyperdimensional Computing. Inf. 15(8): 490 (2024) - [j74]Fatemeh Asgarinejad
, Xiaofan Yu, Danlin Jiang, Justin Morris, Tajana Rosing, Baris Aksanli
:
Enhanced Noise-Resilient Pressure Mat System Based on Hyperdimensional Computing. Sensors 24(3): 1014 (2024) - [j73]Lingxi Wu
, Minxuan Zhou
, Weihong Xu
, Ashish Venkat
, Tajana Rosing
, Kevin Skadron
:
Abakus: Accelerating k-mer Counting with Storage Technology. ACM Trans. Archit. Code Optim. 21(1): 10:1-10:26 (2024) - [j72]Jaeyoung Kang
, Weihong Xu
, Wout Bittremieux
, Niema Moshiri
, Tajana Simunic Rosing
:
DRAM-Based Acceleration of Open Modification Search in Hyperdimensional Space. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(9): 2592-2605 (2024) - [j71]Saransh Gupta
, Rosario Cammarota
, Tajana Simunic
:
MemFHE: End-to-end Computing with Fully Homomorphic Encryption in Memory. ACM Trans. Embed. Comput. Syst. 23(2): 28:1-28:23 (2024) - [c300]Yue Pan, Minxuan Zhou, Chonghan Lee, Zheyu Li, Rishika Kushwah, Vijaykrishnan Narayanan, Tajana Rosing:
PRIMATE: Processing in Memory Acceleration for Dynamic Token-pruning Transformers. ASPDAC 2024: 557-563 - [c299]Ivannia Gomez Moreno, Xiaofan Yu, Tajana Rosing:
KalmanHD: Robust On-Device Time Series Forecasting with Hyperdimensional Computing. ASPDAC 2024: 710-715 - [c298]Fatemeh Asgarinejad, Justin Morris, Tajana Rosing, Baris Aksanli:
PIONEER: Highly Efficient and Accurate Hyperdimensional Computing using Learned Projection. ASPDAC 2024: 896-901 - [c297]Matilda Gaddi, Flavio Ponzina, Fatemeh Asgarinejad, Baris Aksanli, Tajana Rosing:
HyperECG: ECG Signal Inference From Radar With Hyperdimensional Computing. BIBE 2024: 1-5 - [c296]Sumukh Pinge, Weihong Xu, Wout Bittremieux, Niema Moshiri, Sang-Woo Jun, Tajana Rosing:
RapidOMS: FPGA-based Open Modification Spectral Library Searching with HD Computing. BioCAS 2024: 1-5 - [c295]Chang Eun Song, Yidong Li, Amardeep Ramnani, Pulkit Agrawal, Purvi Agrawal, Sung-Joon Jang, Sang-Seol Lee, Tajana Rosing, Mingu Kang:
52.5 TOPS/W 1.7GHz Reconfigurable XGBoost Inference Accelerator Based on Modular-Unit-Tree with Dynamic Data and Compute Gating. CICC 2024: 1-2 - [c294]Onat Güngör, Tajana Rosing, Baris Aksanli:
A2HD: Adaptive Adversarial Training for Hyperdimensional Computing-Based Intrusion Detection Against Adversarial Attacks. CSR 2024: 107-113 - [c293]Onat Güngör, Elvin Li, Zhengli Shang, Yutong Guo, Jing Chen, Johnathan Davis, Tajana Rosing:
Rigorous Evaluation of Machine Learning-Based Intrusion Detection Against Adversarial Attacks. CSR 2024: 152-158 - [c292]Tianqi Zhang
, Neha Prakriya
, Sumukh Pinge
, Jason Cong
, Tajana Rosing
:
SpectraFlux: Harnessing the Flow of Multi-FPGA in Mass Spectrometry Clustering. DAC 2024: 56:1-56:6 - [c291]Eunji Kwon
, Minxuan Zhou
, Weihong Xu
, Tajana Rosing
, Seokhyeong Kang
:
RL-PTQ: RL-based Mixed Precision Quantization for Hybrid Vision Transformers. DAC 2024: 79:1-79:6 - [c290]Keming Fan
, Wei-Chen Chen
, Sumukh Pinge
, H.-S. Philip Wong
, Tajana Rosing
:
Efficient Open Modification Spectral Library Searching in High-Dimensional Space with Multi-Level-Cell Memory. DAC 2024: 316:1-316:6 - [c289]Jaeyoung Kang, Youhak Lee, Minxuan Zhou, Weihong Xu, Tajana Rosing:
HygHD: Hyperdimensional Hypergraph Learning. DATE 2024: 1-6 - [c288]Onat Güngör, Tajana Rosing, Baris Aksanli:
ROLDEF: RObust Layered DEFense for Intrusion Detection Against Adversarial Attacks. DATE 2024: 1-6 - [c287]Sumukh Pinge, Weihong Xu, Jaeyoung Kang, Tianqi Zhang, Niema Moshiri, Wout Bittremieux, Tajana Rosing:
SpecHD: Hyperdimensional Computing Framework for FPGA-Based Mass Spectrometry Clustering. DATE 2024: 1-6 - [c286]Weihong Xu, Jaeyoung Kang, Tajana Rosing:
AttBind: Memory-Efficient Acceleration for Long-Range Attention Using Vector-Derived Symbolic Binding. DATE 2024: 1-6 - [c285]Quanling Zhao, Xiaofan Yu, Shengfan Hu, Tajana Rosing:
MultimodalHD: Federated Learning Over Heterogeneous Sensor Modalities using Hyperdimensional Computing. DATE 2024: 1-6 - [c284]Flavio Ponzina, Rishikanth Chandrasekaran, Anya Wang, Seiji Minowada, Siddharth Sharma, Tajana Rosing:
Multi-Model Inference Composition of Hyperdimensional Computing Ensembles. ICCD 2024: 691-698 - [c283]Onat Güngör, Amanda Rios, Priyanka Mudgal, Nilesh A. Ahuja, Tajana Rosing:
A Robust Framework for Evaluation of Unsupervised Time-Series Anomaly Detection. ICPR (26) 2024: 48-64 - [c282]Xiaofan Yu, Anthony Thomas, Ivannia Gomez Moreno, Louis Gutierrez, Tajana Simunic Rosing:
Intelligence Beyond the Edge using Hyperdimensional Computing. IPSN 2024: 1-13 - [c281]Fatemeh Asgarinejad
, Justin Morris
, Tajana Rosing
, Baris Aksanli
:
VisionHD: Towards Efficient and Privacy-Preserved Hyperdimensional Computing for Image Data. ISLPED 2024: 1-6 - [c280]Chang Eun Song
, Ashkan Moradifirouzabadi
, Tajana Rosing
, Mingu Kang
:
Efficient Transformer Acceleration via Reconfiguration for Encoder and Decoder Models and Sparsity-Aware Algorithm Mapping. ISLPED 2024: 1-6 - [c279]Minxuan Zhou, Yujin Nam, Xuan Wang, Youhak Lee, Chris Wilkerson, Raghavan Kumar, Sachin Taneja, Sanu Mathew, Rosario Cammarota, Tajana Rosing:
UFC: A Unified Accelerator for Fully Homomorphic Encryption. MICRO 2024: 352-365 - [c278]Xiaofan Yu
, Lanxiang Hu
, Benjamin Z. Reichman
, Rushil Chandrupatla
, Dylan Chu
, Xiyuan Zhang
, Larry Heck
, Tajana Rosing
:
Demo: A Real Time Question Answering System for Multimodal Sensors using LLMs. SenSys 2024: 836-837 - [c277]Run Wang
, Shirley Bian
, Xiaofan Yu
, Quanling Zhao
, Le Zhang
, Tajana Rosing
:
Poster: Resource-Efficient Environmental Sound Classification Using Hyperdimensional Computing. SenSys 2024: 899-900 - [c276]Xiaofan Yu, Tajana Rosing, Yunhui Guo:
Evolve: Enhancing Unsupervised Continual Learning with Multiple Experts. WACV 2024: 2355-2366 - [i42]Xiaofan Yu, Anthony Thomas, Ivannia Gomez Moreno, Louis Gutierrez, Tajana Rosing:
Lifelong Intelligence Beyond the Edge using Hyperdimensional Computing. CoRR abs/2403.04759 (2024) - [i41]Flavio Ponzina, Tajana Rosing:
MicroHD: An Accuracy-Driven Optimization of Hyperdimensional Computing Algorithms for TinyML systems. CoRR abs/2404.00039 (2024) - [i40]Keming Fan, Wei-Chen Chen, Sumukh Pinge, H.-S. Philip Wong, Tajana Rosing:
Efficient Open Modification Spectral Library Searching in High-Dimensional Space with Multi-Level-Cell Memory. CoRR abs/2405.02756 (2024) - [i39]Xuan Wang, Minxuan Zhou, Tajana Rosing:
Fast-OverlaPIM: A Fast Overlap-driven Mapping Framework for Processing In-Memory Neural Network Acceleration. CoRR abs/2407.00604 (2024) - [i38]Le Zhang, Onat Güngör, Flavio Ponzina, Tajana Rosing:
E-QUARTIC: Energy Efficient Edge Ensemble of Convolutional Neural Networks for Resource-Optimized Learning. CoRR abs/2409.08369 (2024) - [i37]Haichao Yang, Chang Eun Song, Weihong Xu, Behnam Khaleghi, Uday Mallappa, Monil Shah, Keming Fan, Mingu Kang, Tajana Rosing:
FSL-HDnn: A 5.7 TOPS/W End-to-end Few-shot Learning Classifier Accelerator with Feature Extraction and Hyperdimensional Computing. CoRR abs/2409.10918 (2024) - [i36]Sumukh Pinge, Weihong Xu, Wout Bittremieux, Niema Moshiri, Sang-Woo Jun, Tajana Rosing:
RapidOMS: FPGA-based Open Modification Spectral Library Searching with HD Computing. CoRR abs/2409.13361 (2024) - [i35]Russel Arbore, Xavier Routh, Abdul Rafae Noor, Akash Kothari, Haichao Yang, Weihong Xu, Sumukh Pinge, Minxuan Zhou, Vikram S. Adve, Tajana Rosing:
HPVM-HDC: A Heterogeneous Programming System for Hyperdimensional Computing. CoRR abs/2410.15179 (2024) - [i34]Zixuan Wang, Suyash Mahar, Luyi Li, Jangseon Park, Jinpyo Kim, Theodore Michailidis, Yue Pan, Tajana Rosing, Dean M. Tullsen, Steven Swanson, Kyung-Chang Ryoo, Sungjoo Park, Jishen Zhao:
The Hitchhiker's Guide to Programming and Optimizing CXL-Based Heterogeneous Systems. CoRR abs/2411.02814 (2024) - [i33]Keming Fan, Ashkan Moradifirouzabadi, Xiangjin Wu, Zheyu Li, Flavio Ponzina, Anton Persson, Eric Pop, Tajana Rosing, Mingu Kang:
SpecPCM: A Low-power PCM-based In-Memory Computing Accelerator for Full-stack Mass Spectrometry Analysis. CoRR abs/2411.09760 (2024) - [i32]Lanxiang Hu, Tajana Rosing, Hao Zhang:
TrimLLM: Progressive Layer Dropping for Domain-Specific LLMs. CoRR abs/2412.11242 (2024) - [i31]Duhyeong Kim, Yujin Nam, Wen Wang, Huijing Gong, Ishwar Singh Bhati, Rosario Cammarota, Tajana Simunic Rosing, Mariano Tepper, Theodore L. Willke:
GraSS: Graph-based Similarity Search on Encrypted Query. IACR Cryptol. ePrint Arch. 2024: 2012 (2024) - 2023
- [j70]Rishikanth Chandrasekaran
, Fatemeh Asgareinjad
, Justin Morris, Tajana Rosing:
Multi-Label Classification With Hyperdimensional Representations. IEEE Access 11: 108458-108474 (2023) - [j69]Kazim Ergun
, Raid Ayoub
, Pietro Mercati, Tajana Simunic Rosing:
Dynamic Reliability Management of Multigateway IoT Edge Computing Systems. IEEE Internet Things J. 10(5): 3864-3889 (2023) - [j68]Weihong Xu
, Saransh Gupta, Niema Moshiri
, Tajana Simunic Rosing:
RAPIDx: High-Performance ReRAM Processing In-Memory Accelerator for Sequence Alignment. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(10): 3275-3288 (2023) - [j67]Tianqi Zhang
, Justin Morris, Kenneth Michael Stewart, Hin Wai Lui, Behnam Khaleghi, Anthony Thomas, Thiago Goncalves-Marback, Baris Aksanli
, Emre O. Neftci, Tajana Rosing:
HyperSpikeASIC: Accelerating Event-Based Workloads With HyperDimensional Computing and Spiking Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(11): 3997-4010 (2023) - [j66]Dongning Ma
, Tajana Simunic Rosing, Xun Jiao
:
Testing and Enhancing Adversarial Robustness of Hyperdimensional Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(11): 4052-4064 (2023) - [j65]Alireza Amirshahi
, Anthony Hitchcock Thomas, Amir Aminifar
, Tajana Rosing, David Atienza
:
M2D2: Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities. IEEE J. Biomed. Health Informatics 27(1): 202-214 (2023) - [j64]Xiaofan Yu
, Kazim Ergun
, Xueyang Song, Ludmila Cherkasova
, Tajana Simunic Rosing:
Automating and Optimizing Reliability-Driven Deployment in Energy-Harvesting IoT Networks. IEEE Trans. Netw. Serv. Manag. 20(1): 787-799 (2023) - [c275]Gopi Krishna Jha, Anthony Thomas, Nilesh Jain, Sameh Gobriel, Tajana Rosing, Ravi R. Iyer:
Mem-Rec: Memory Efficient Recommendation System using Alternative Representation. ACML 2023: 518-533 - [c274]Tianqi Zhang, Antonio González, Niema Moshiri
, Rob Knight, Tajana Rosing:
GenoMiX: Accelerated Simultaneous Analysis of Human Genomics, Microbiome Metagenomics, and Viral Sequences. BioCAS 2023: 1-5 - [c273]Onat Güngör
, Tajana Rosing
, Baris Aksanli
:
Adversarial-HD: Hyperdimensional Computing Adversarial Attack Design for Secure Industrial Internet of Things. CPS-IoT Week Workshops 2023: 1-6 - [c272]Xiaofan Yu, Yunhui Guo, Sicun Gao, Tajana Rosing:
SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge. CVPR Workshops 2023: 2484-2495 - [c271]Xiaofan Yu, Minxuan Zhou, Fatemeh Asgarinejad, Onat Güngör, Baris Aksanli
, Tajana Rosing:
Lightning Talk: Private and Secure Edge AI with Hyperdimensional Computing. DAC 2023: 1-2 - [c270]Onat Güngör, Tajana Rosing, Baris Aksanli
:
HD-I-IoT: Hyperdimensional Computing for Resilient Industrial Internet of Things Analytics. DATE 2023: 1-6 - [c269]Weihong Xu, Jaeyoung Kang, Tajana Rosing:
FSL-HD: Accelerating Few-Shot Learning on ReRAM using Hyperdimensional Computing. DATE 2023: 1-6 - [c268]Minxuan Zhou, Xuan Wang, Tajana Rosing:
OverlaPIM: Overlap Optimization for Processing In-Memory Neural Network Acceleration. DATE 2023: 1-6 - [c267]Dancheng Liu, Kazim Ergun, Tajana Simunic Rosing:
Towards a Robust and Efficient Classifier for Real World Radio Signal Modulation Classification. ICASSP 2023: 1-5 - [c266]Weihong Xu, Viji Swaminathan, Sumukh Pinge, Sean Fuhrman, Tajana Rosing:
HyperMetric: Robust Hyperdimensional Computing on Error-prone Memories using Metric Learning. ICCD 2023: 243-246 - [c265]Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani:
Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge (Extended Abstract). IJCAI 2023: 6474-6479 - [c264]Xiaofan Yu
, Lucy Cherkasova
, Harsh Vardhan
, Quanling Zhao
, Emily Ekaireb
, Xiyuan Zhang
, Arya Mazumdar
, Tajana Rosing
:
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks. IoTDI 2023: 236-248 - [c263]Quanling Zhao
, Xiaofan Yu
, Tajana Rosing
:
Poster Abstract: Attentive Multimodal Learning on Sensor Data using Hyperdimensional Computing. IPSN 2023: 312-313 - [c262]Yujin Nam, Minxuan Zhou, Saransh Gupta, Gabrielle De Micheli, Rosario Cammarota, Chris Wilkerson, Daniele Micciancio, Tajana Rosing:
Efficient Machine Learning on Encrypted Data Using Hyperdimensional Computing. ISLPED 2023: 1-6 - [c261]Tinaqi Zhang, Sahand Salamat, Behnam Khaleghi, Justin Morris, Baris Aksanli
, Tajana Simunic Rosing:
HD2FPGA: Automated Framework for Accelerating Hyperdimensional Computing on FPGAs. ISQED 2023: 1-9 - [c260]Po-Kai Hsu
, Weihong Xu
, Tajana Rosing
, Shimeng Yu
:
An In-Storage Processing Architecture with 3D NAND Heterogeneous Integration for Spectra Open Modification Search. MEMSYS 2023: 14:1-14:7 - [c259]Alexander Redding
, Xiaofan Yu
, Shengfan Hu
, Pat Pannuto
, Tajana Rosing
:
EmbHD: A Library for Hyperdimensional Computing Research on MCU-Class Devices. NET4us@MobiCom 2023: 187-192 - [c258]Mitchell Timken, Onat Güngör, Tajana Rosing, Baris Aksanli
:
Analysis of Machine Learning Algorithms for Cyber Attack Detection in SCADA Power Systems. SmartNets 2023: 1-6 - [i30]Xiaofan Yu, Ludmila Cherkasova, Harsh Vardhan, Quanling Zhao, Emily Ekaireb, Xiyuan Zhang, Arya Mazumdar, Tajana Rosing:
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks. CoRR abs/2301.06646 (2023) - [i29]Onat Güngör, Tajana Rosing, Baris Aksanli:
DODEM: DOuble DEfense Mechanism Against Adversarial Attacks Towards Secure Industrial Internet of Things Analytics. CoRR abs/2301.09740 (2023) - [i28]Derek Jones, Jonathan E. Allen, Xiaohua Zhang, Behnam Khaleghi, Jaeyoung Kang, Weihong Xu, Niema Moshiri, Tajana Simunic Rosing:
HD-Bind: Encoding of Molecular Structure with Low Precision, Hyperdimensional Binary Representations. CoRR abs/2303.15604 (2023) - [i27]Gopi Krishna Jha, Anthony Thomas, Nilesh Jain, Sameh Gobriel, Tajana Rosing, Ravi Iyer:
Mem-Rec: Memory Efficient Recommendation System using Alternative Representation. CoRR abs/2305.07205 (2023) - [i26]Sumukh Pinge, Weihong Xu, Jaeyoung Kang, Tianqi Zhang, Niema Moshiri, Wout Bittremieux, Tajana Rosing:
SpecHD: Hyperdimensional Computing Framework for FPGA-based Mass Spectrometry Clustering. CoRR abs/2311.12874 (2023) - [i25]Minxuan Zhou, Yujin Nam, Pranav Gangwar, Weihong Xu, Arpan Dutta, Kartikeyan Subramanyam, Chris Wilkerson, Rosario Cammarota, Saransh Gupta, Tajana Rosing:
FHEmem: A Processing In-Memory Accelerator for Fully Homomorphic Encryption. CoRR abs/2311.16293 (2023) - [i24]Weihong Xu, Junwei Chen, Po-Kai Hsu, Jaeyoung Kang, Minxuan Zhou, Sumukh Pinge, Shimeng Yu, Tajana Rosing:
Proxima: Near-storage Acceleration for Graph-based Approximate Nearest Neighbor Search in 3D NAND. CoRR abs/2312.04257 (2023) - [i23]Kazim Ergun, Rishikanth Chandrasekaran, Tajana Rosing:
Federated Hyperdimensional Computing. CoRR abs/2312.15966 (2023) - 2022
- [j63]Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing:
Reinforcement learning based reliability-aware routing in IoT networks. Ad Hoc Networks 132: 102869 (2022) - [j62]Onat Güngör
, Tajana Rosing, Baris Aksanli
:
STEWART: STacking Ensemble for White-Box AdversaRial Attacks Towards more resilient data-driven predictive maintenance. Comput. Ind. 140: 103660 (2022) - [j61]Onat Güngör
, Tajana Rosing, Baris Aksanli
:
DOWELL: Diversity-Induced Optimally Weighted Ensemble Learner for Predictive Maintenance of Industrial Internet of Things Devices. IEEE Internet Things J. 9(4): 3125-3134 (2022) - [j60]Saransh Gupta
, Mohsen Imani
, Joonseop Sim
, Andrew Huang
, Fan Wu
, Jaeyoung Kang
, Yeseong Kim
, Tajana Simunic Rosing
:
COSMO: Computing with Stochastic Numbers in Memory. ACM J. Emerg. Technol. Comput. Syst. 18(2): 37:1-37:25 (2022) - [j59]Michael H. Ostertag
, Nikolay Atanasov, Tajana Rosing:
Trajectory Planning and Optimization for Minimizing Uncertainty in Persistent Monitoring Applications. J. Intell. Robotic Syst. 106(1): 2 (2022) - [j58]Jaeyoung Kang
, Behnam Khaleghi
, Tajana Rosing, Yeseong Kim:
OpenHD: A GPU-Powered Framework for Hyperdimensional Computing. IEEE Trans. Computers 71(11): 2753-2765 (2022) - [j57]Justin Morris
, Roshan Fernando, Yilun Hao
, Mohsen Imani
, Baris Aksanli
, Tajana Rosing:
Locality-Based Encoder and Model Quantization for Efficient Hyper-Dimensional Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(4): 897-907 (2022) - [j56]Saransh Gupta
, Behnam Khaleghi, Sahand Salamat
, Justin Morris
, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Jaeyoung Kang, Mohsen Imani, Baris Aksanli
, Tajana Simunic Rosing:
Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy. ACM Trans. Embed. Comput. Syst. 21(3): 22:1-22:25 (2022) - [j55]Justin Morris
, Kazim Ergun
, Behnam Khaleghi
, Mohsen Imani
, Baris Aksanli
, Tajana Simunic
:
HyDREA: Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System. ACM Trans. Embed. Comput. Syst. 21(6): 78:1-78:25 (2022) - [j54]Sahand Salamat
, Hui Zhang, Yang-Seok Ki, Tajana Rosing:
NASCENT2: Generic Near-Storage Sort Accelerator for Data Analytics on SmartSSD. ACM Trans. Reconfigurable Technol. Syst. 15(2): 16:1-16:29 (2022) - [c257]Jaeyoung Kang, Weihong Xu, Wout Bittremieux, Tajana Rosing:
Massively Parallel Open Modification Spectral Library Searching with Hyperdimensional Computing. PACT 2022: 536-537 - [c256]Jaeyoung Kang, Behnam Khaleghi, Yeseong Kim, Tajana Rosing:
XCelHD: An Efficient GPU-Powered Hyperdimensional Computing with Parallelized Training. ASP-DAC 2022: 220-225 - [c255]Behnam Khaleghi, Tianqi Zhang, Niya Shao, Ameen Akel, Ken Curewitz, Justin Eno, Sean Eilert, Niema Moshiri
, Tajana Rosing:
FAST: FPGA-based Acceleration of Genomic Sequence Trimming. BioCAS 2022: 510-514 - [c254]Rishikanth Chandrasekaran, Kazim Ergun, Jihyun Lee, Dhanush Nanjunda, Jaeyoung Kang, Tajana Rosing:
FHDnn: communication efficient and robust federated learning for AIoT networks. DAC 2022: 37-42 - [c253]Behnam Khaleghi, Uday Mallappa, Duygu Yaldiz, Haichao Yang, Monil Shah, Jaeyoung Kang, Tajana Rosing:
PatterNet: explore and exploit filter patterns for efficient deep neural networks. DAC 2022: 223-228 - [c252]Weihong Xu, Jaeyoung Kang, Tajana Rosing:
A near-storage framework for boosted data preprocessing of mass spectrum clustering. DAC 2022: 313-318 - [c251]Behnam Khaleghi, Jaeyoung Kang, Hanyang Xu
, Justin Morris
, Tajana Rosing:
GENERIC: highly efficient learning engine on edge using hyperdimensional computing. DAC 2022: 1117-1122 - [c250]Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani:
Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge. DATE 2022: 292-297 - [c249]Michael H. Ostertag, Jason Ma, Tajana Rosing:
Remote Sensing with UAV and Mobile Recharging Vehicle Rendezvous. DATE 2022: 538-543 - [c248]Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani:
Online Performance and Power Prediction for Edge TPU via Comprehensive Characterization. DATE 2022: 612-615 - [c247]Justin Morris
, Hin Wai Lui, Kenneth Michael Stewart, Behnam Khaleghi, Anthony Thomas, Thiago Marback, Baris Aksanli
, Emre Neftci, Tajana Rosing:
HyperSpike: HyperDimensional Computing for More Efficient and Robust Spiking Neural Networks. DATE 2022: 664-669 - [c246]Yizhou Wei, Minxuan Zhou, Sihang Liu
, Korakit Seemakhupt, Tajana Rosing, Samira Manabi Khan:
PIMProf: An Automated Program Profiler for Processing-in-Memory Offloading Decisions. DATE 2022: 855-860 - [c245]Behnam Khaleghi, Tianqi Zhang, Cameron Martino, George Armstrong, Ameen Akel, Ken Curewitz, Justin Eno, Sean Eilert, Rob Knight, Niema Moshiri
, Tajana Rosing:
SALIENT: Ultra-Fast FPGA-based Short Read Alignment. FPT 2022: 1-10 - [c244]Arpan Dutta, Saransh Gupta, Behnam Khaleghi, Rishikanth Chandrasekaran, Weihong Xu, Tajana Rosing:
HDnn-PIM: Efficient in Memory Design of Hyperdimensional Computing with Feature Extraction. ACM Great Lakes Symposium on VLSI 2022: 281-286 - [c243]Minxuan Zhou, Weihong Xu, Jaeyoung Kang, Tajana Rosing:
TransPIM: A Memory-based Acceleration via Software-Hardware Co-Design for Transformer. HPCA 2022: 1071-1085 - [c242]Jaeyoung Kang, Minxuan Zhou, Abhinav Bhansali, Weihong Xu, Anthony Thomas, Tajana Rosing:
RelHD: A Graph-based Learning on FeFET with Hyperdimensional Computing. ICCD 2022: 553-560 - [c241]Uday Mallappa, Pranav Gangwar, Behnam Khaleghi, Haichao Yang, Tajana Rosing:
TermiNETor: Early Convolution Termination for Efficient Deep Neural Networks. ICCD 2022: 635-643 - [c240]Onat Güngör, Tajana Rosing, Baris Aksanli
:
DENSE-DEFENSE: Diversity Promoting Ensemble Adversarial Training Towards Effective Defense. IEEE SENSORS 2022: 1-4 - [c239]Anthony Thomas, Sanjoy Dasgupta, Tajana Rosing:
A Theoretical Perspective on Hyperdimensional Computing (Extended Abstract). IJCAI 2022: 5772-5776 - [c238]Quanling Zhao, Kai Lee, Jeffrey Liu, Muhammad Huzaifa, Xiaofan Yu, Tajana Rosing:
FedHD: federated learning with hyperdimensional computing. MobiCom 2022: 791-793 - [c237]