Justin Morris

26 papers A* 2A 7B 2C 3Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Tri-HD: Energy-Efficient On-Chip Learning With In-Memory Hyperdimensional Computing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Weihong Xu, Saransh Gupta, Justin Morris, Xincheng Shen, Mohsen Imani, Baris Aksanli, Tajana Rosing
2024 J jnl
Enhanced Noise-Resilient Pressure Mat System Based on Hyperdimensional Computing.
Sensors
Fatemeh Asgarinejad, Xiaofan Yu, Danlin Jiang, Justin Morris, Tajana Rosing, Baris Aksanli
2024 B conf
PIONEER: Highly Efficient and Accurate Hyperdimensional Computing using Learned Projection.
ASPDAC
Fatemeh Asgarinejad, Justin Morris, Tajana Rosing, Baris Aksanli
2024 A conf
VisionHD: Towards Efficient and Privacy-Preserved Hyperdimensional Computing for Image Data.
ISLPED
Fatemeh Asgarinejad, Justin Morris, Tajana Rosing, Baris Aksanli
2023 — conf
HD2FPGA: Automated Framework for Accelerating Hyperdimensional Computing on FPGAs.
ISQED
Tianqi Zhang, Sahand Salamat, Behnam Khaleghi, Justin Morris, Baris Aksanli, Tajana Simunic Rosing
2023 A conf
Hierarchical, Distributed and Brain-Inspired Learning for Internet of Things Systems.
ICDCS
Mohsen Imani, Yeseong Kim, Behnam Khaleghi, Justin Morris, Haleh Alimohamadi, Farhad Imani, Hugo Latapie
2023 J jnl
HyperSpikeASIC: Accelerating Event-Based Workloads With HyperDimensional Computing and Spiking Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Tianqi Zhang, Justin Morris, Kenneth Michael Stewart, Hin Wai Lui, Behnam Khaleghi, Anthony Thomas, Thiago Goncalves-Marback, Baris Aksanli, Emre O. Neftci, Tajana Rosing
2023 J jnl
Multi-Label Classification With Hyperdimensional Representations.
IEEE Access
Rishikanth Chandrasekaran, Fatemeh Asgareinjad, Justin Morris, Tajana Rosing
2023 B conf
Windfarm Forced Oscillation Detection Using Hyperdimensional Computing.
IEEE Big Data
Shyam Yathirajam, Arash Peighambari, Ruben Roberts, Hamed Nademi, Sreedevi Gutta, Justin Morris, Ali Ahmadinia
2022 A* conf
GENERIC: highly efficient learning engine on edge using hyperdimensional computing.
DAC
Behnam Khaleghi, Jaeyoung Kang, Hanyang Xu, Justin Morris, Tajana Rosing
2022 J jnl
HyDREA: Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System.
ACM Trans. Embed. Comput. Syst.
Justin Morris, Kazim Ergun, Behnam Khaleghi, Mohsen Imani, Baris Aksanli, Tajana Simunic
2022 A conf
HyperSpike: HyperDimensional Computing for More Efficient and Robust Spiking Neural Networks.
DATE
Justin Morris, Hin Wai Lui, Kenneth Michael Stewart, Behnam Khaleghi, Anthony Thomas, Thiago Marback, Baris Aksanli, Emre Neftci, Tajana Rosing
2022 J jnl
Locality-Based Encoder and Model Quantization for Efficient Hyper-Dimensional Computing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Justin Morris, Roshan Fernando, Yilun Hao, Mohsen Imani, Baris Aksanli, Tajana Rosing
2022 J jnl
Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy.
ACM Trans. Embed. Comput. Syst.
Saransh Gupta, Behnam Khaleghi, Sahand Salamat, Justin Morris, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Jaeyoung Kang, Mohsen Imani, Baris Aksanli, Tajana Simunic Rosing
2021 C conf
AdaptBit-HD: Adaptive Model Bitwidth for Hyperdimensional Computing.
ICCD
Justin Morris, Si Thu Kaung Set, Gadi Rosen, Mohsen Imani, Baris Aksanli, Tajana Rosing
2021 A conf
HyDREA: Towards More Robust and Efficient Machine Learning Systems with Hyperdimensional Computing.
DATE
Justin Morris, Kazim Ergun, Behnam Khaleghi, Mohsen Imani, Baris Aksanli, Tajana Rosing
2021 — conf
HyperRec: Efficient Recommender Systems with Hyperdimensional Computing.
ASP-DAC
Yunhui Guo, Mohsen Imani, Jaeyoung Kang, Sahand Salamat, Justin Morris, Baris Aksanli, Yeseong Kim, Tajana Rosing
2021 — conf
MACcelerator: Approximate Arithmetic Unit for Computational Acceleration.
ISQED
Alice Sokolova, Mohsen Imani, Andrew Huang, Ricardo Garcia, Justin Morris, Tajana Rosing, Baris Aksanli
2021 C conf
Stochastic-HD: Leveraging Stochastic Computing on Hyper-Dimensional Computing.
ICCD
Yilun Hao, Saransh Gupta, Justin Morris, Behnam Khaleghi, Baris Aksanli, Tajana Rosing
2021 A conf
tiny-HD: Ultra-Efficient Hyperdimensional Computing Engine for IoT Applications.
DATE
Behnam Khaleghi, Hanyang Xu, Justin Morris, Tajana Simunic Rosing
2020 J jnl
Efficient Associative Search in Brain-Inspired Hyperdimensional Computing.
IEEE Des. Test
Mohsen Imani, Justin Morris, Helen Shu, Shou Li, Tajana Rosing
2020 C conf
Multi-label HD Classification in 3D Flash.
VLSI-SOC
Justin Morris, Yilun Hao, Saransh Gupta, Ranganathan Ramkumar, Jeffrey Yu, Mohsen Imani, Baris Aksanli, Tajana Rosing
2020 A conf
THRIFTY: Training with Hyperdimensional Computing across Flash Hierarchy.
ICCAD
Saransh Gupta, Justin Morris, Mohsen Imani, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Baris Aksanli, Tajana Simunic Rosing
2019 — conf
AdaptHD: Adaptive Efficient Training for Brain-Inspired Hyperdimensional Computing.
BioCAS
Mohsen Imani, Justin Morris, Samuel Bosch, Helen Shu, Giovanni De Micheli, Tajana Rosing
2019 A* conf
BRIC: Locality-based Encoding for Energy-Efficient Brain-Inspired Hyperdimensional Computing.
DAC
Mohsen Imani, Justin Morris, John Messerly, Helen Shu, Yaobang Deng, Tajana Rosing
2019 A conf
CompHD: Efficient Hyperdimensional Computing Using Model Compression.
ISLPED
Justin Morris, Mohsen Imani, Samuel Bosch, Anthony Thomas, Helen Shu, Tajana Rosing