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Anthony Thomas
Anthony Thomas
PhD Student, UC San Diego
Verified email at eng.ucsd.edu - Homepage
Title
Cited by
Cited by
Year
A Theoretical Perspective on Hyperdimensional Computing
A Thomas, S Dasgupta, T Rosing
Journal of Artificial Intelligence Research 72, 215-249, 2021
572021
Hierarchical and distributed machine learning inference beyond the edge
A Thomas, Y Guo, Y Kim, B Aksanli, A Kumar, TS Rosing
2019 IEEE 16th International Conference on Networking, Sensing and Control …, 2019
362019
A comparative evaluation of systems for scalable linear algebra-based analytics
A Thomas, A Kumar
Proceedings of the VLDB Endowment 11 (13), 2168-2182, 2018
332018
Comphd: Efficient hyperdimensional computing using model compression
J Morris, M Imani, S Bosch, A Thomas, H Shu, T Rosing
2019 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2019
272019
Detection of epileptic seizures from surface eeg using hyperdimensional computing
F Asgarinejad, A Thomas, T Rosing
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
252020
SHEARer highly-efficient hyperdimensional computing by software-hardware enabled multifold approximation
B Khaleghi, S Salamat, A Thomas, F Asgarinejad, Y Kim, T Rosing
Proceedings of the ACM/IEEE International Symposium on Low Power Electronics …, 2020
152020
Using Neural Networks to Predict Micro-Spatial Economic Growth
A Khachiyan, A Thomas, H Zhou, GH Hanson, A Cloninger, T Rosing, ...
National Bureau of Economic Research, 2021
132021
RelHD: A Graph-based Learning on FeFET with Hyperdimensional Computing
J Kang, M Zhou, A Bhansali, W Xu, A Thomas, T Rosing
2022 IEEE 40th International Conference on Computer Design (ICCD), 553-560, 2022
92022
Noise-resilient and interpretable epileptic seizure detection
AH Thomas, A Aminifar, D Atienza
2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020
92020
HyperSpike: hyperdimensional computing for more efficient and robust spiking neural networks
J Morris, HW Lui, K Stewart, B Khaleghi, A Thomas, T Marback, B Aksanli, ...
2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 664-669, 2022
72022
M2D2: Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities
A Amirshahi, A Thomas, A Aminifar, T Rosing, D Atienza
IEEE Journal of Biomedical and Health Informatics, 2022
42022
Streaming Encoding Algorithms for Scalable Hyperdimensional Computing
A Thomas, B Khaleghi, GK Jha, S Dasgupta, N Himayat, R Iyer, N Jain, ...
arXiv preprint arXiv:2209.09868, 2022
32022
: Accelerating Event-based Workloads with HyperDimensional Computing and Spiking Neural Networks
T Zhang, J Morris, K Stewart, HW Lui, B Khaleghi, A Thomas, ...
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2023
22023
Recommendation system with sparse feature encoding
GK Jha, A Thomas, N Jain
US Patent App. 17/557,949, 2022
2022
Efficient Sparse Processing in Smart Home Applications
R Chandrasekaran, Y Guo, A Thomas, M Menarini, MH Ostertag, Y Kim, ...
Proceedings of the 1st Workshop on Machine Learning on Edge in Sensor …, 2019
2019
Hyperdimensional Computing and Spectral Learning
N Matsumoto, A Thomas, T Javidi, TS Rosing
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