Alex Nicolau
University of California, Irvine
H-index: 64
North America-United States
Top articles of Alex Nicolau
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
NGLIC: A Nonaligned-Row Legalization Approach for 3-D Interdie Connection | IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems | Zheng Xiao Weijie Chen Yunchuan Qin Fan Wu Anthony Theodore Chronopoulos | 2024/2 |
Enhanced Detection of Transdermal Alcohol Levels Using Hyperdimensional Computing on Embedded Devices | arXiv preprint arXiv:2403.12323 | Manuel E Segura Pere Verges Justin Tian Jin Chen Ramesh Arangott Angela Kristine Garcia | 2024/3/18 |
Molecular Classification Using Hyperdimensional Graph Classification | arXiv preprint arXiv:2403.12307 | Pere Verges Igor Nunes Mike Heddes Tony Givargis Alexandru Nicolau | 2024/3/18 |
Always-Sparse Training by Growing Connections with Guided Stochastic Exploration | arXiv preprint arXiv:2401.06898 | Mike Heddes Narayan Srinivasa Tony Givargis Alexandru Nicolau | 2024/1/12 |
Convolution and Cross-Correlation of Count Sketches Enables Fast Cardinality Estimation of Multi-Join Queries | arXiv preprint arXiv:2402.15953 | Mike Heddes Igor Nunes Tony Givargis Alex Nicolau | 2024/2/25 |
RefineHD: Accurate and Efficient Single-Pass Adaptive Learning Using Hyperdimensional Computing | Pere Vergés Tony Givargis Alexandru Nicolau | 2023/12/5 | |
HDCC: A Hyperdimensional Computing compiler for classification on embedded systems and high-performance computing | arXiv preprint arXiv:2304.12398 | Pere Vergés Mike Heddes Igor Nunes Tony Givargis Alexandru Nicolau | 2023/4/24 |
Enhancing the Privacy of Machine Learning via faster arithmetic over Torus FHE | Marc Titus Trifan Alexandru Nicolau Alexander Veidenbaum | 2023/7/1 | |
Accelerating Permute and N-Gram Operations for Hyperdimensional Learning in Embedded Systems | Pere Vergés Igor Nunes Mike Heddes Tony Givargis Alexandru Nicolau | 2023/8/30 | |
Dothash: Estimating set similarity metrics for link prediction and document deduplication | Igor Nunes Mike Heddes Pere Vergés Danny Abraham Alexander Veidenbaum | 2023 | |
Torchhd: An open source Python library to support research on hyperdimensional computing and vector symbolic architectures | Journal of Machine Learning Research | Mike Heddes Igor Nunes Pere Vergés Denis Kleyko Danny Abraham | 2023 |
Always-Sparse Training with Guided Stochastic Exploration | Mike Heddes Narayan Srinivasa Tony Givargis Alexandru Nicolau | 2023/10/13 | |
Using Hyperdimensional Computing to Extract Features for the Detection of Type 2 Diabetes | Neftali Watkinson Divya Devineni Victor Joe Tony Givargis Alexandru Nicolau | 2023/5/15 | |
An extension to basis-hypervectors for learning from circular data in hyperdimensional computing | Igor Nunes Mike Heddes Tony Givargis Alexandru Nicolau | 2023 | |
Classification using Hyperdimensional Computing: A~ Review~ with~ Comparative Analysis | Lulu Ge Keshab K Parhi | 2020/6/3 | |
Hyperdimensional hashing: A robust and efficient dynamic hash table | Mike Heddes Igor Nunes Tony Givargis Alexandru Nicolau Alex Veidenbaum | 2022/8/23 | |
GraphHD: Efficient graph classification using hyperdimensional computing | Igor Nunes Mike Heddes Tony Givargis Alexandru Nicolau Alex Veidenbaum | 2022/3/14 | |
Torchhd: An open-source python library to support hyperdimensional computing research | arXiv preprint arXiv:2205.09208 | Mike Heddes Igor Nunes Pere Vergés Dheyay Desai Tony Givargis | 2022/5/18 |
A Heterogeneous Solution to the All-pairs Shortest Path Problem using FPGAs | Mihnea Chirila Paolo D’Alberto Hsin-Yu Ting Alexander Veidenbaum Alexandru Nicolau | 2022/4/6 | |
Detecting COVID-19 related pneumonia on CT scans using hyperdimensional computing | Neftali Watkinson Tony Givargis Victor Joe Alexandru Nicolau Alexander Veidenbaum | 2021/11/1 |
Co-Authors
