Steven Abreu

21 papers A* 2C 1Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Systematic Analysis of Hybrid Linear Attention.
CoRR
Dustin Wang, Rui-Jie Zhu, Steven Abreu, Yong Shan, Taylor Kergan, Yuqi Pan, Yuhong Chou, Zheng Li, Ge Zhang, Wenhao Huang, Jason Eshraghian
2025 A* conf
Accelerating Linear Recurrent Neural Networks for the Edge with Unstructured Sparsity.
ICML
Alessandro Pierro, Steven Abreu, Jonathan Timcheck, Philipp Stratmann, Andreas Wild, Sumit Bam Shrestha
2025 J jnl
Accelerating Linear Recurrent Neural Networks for the Edge with Unstructured Sparsity.
CoRR
Alessandro Pierro, Steven Abreu, Jonathan Timcheck, Philipp Stratmann, Andreas Wild, Sumit Bam Shrestha
2025 C conf
Algorithm-Hardware Co-Design for Ultra-Low-Power Large Language Models.
ISCAS
Steven Abreu, Jason Eshraghian
2025 A* conf
EmBARDiment: an Embodied AI Agent for Productivity in XR.
VR
Riccardo Bovo, Steven Abreu, Karan Ahuja, Eric J. Gonzalez, Li-Te Cheng, Mar González-Franco
2025 J jnl
Neuromorphic Principles for Efficient Large Language Models on Intel Loihi 2.
CoRR
Steven Abreu, Sumit Bam Shrestha, Rui-Jie Zhu, Jason Eshraghian
2025 J jnl
Some Attention is All You Need for Retrieval.
CoRR
Felix Michalak, Steven Abreu
2024 — conf
Clustering and Classification of Fungal Cells and PMMA Microparticles: Unsupervised and Supervised Learning using K-Means, PCA, Logistic Regression and Spiking Neural Networks on Event-Based Cytometry Datasets.
ICTON
Muhammed Gouda, Steven Abreu, Peter Bienstman
2024 J jnl
EmBARDiment: an Embodied AI Agent for Productivity in XR.
CoRR
Riccardo Bovo, Steven Abreu, Karan Ahuja, Eric J. Gonzalez, Li-Te Cheng, Mar González-Franco
2024 J jnl
Mamba-PTQ: Outlier Channels in Recurrent Large Language Models.
CoRR
Alessandro Pierro, Steven Abreu
2024 — conf
Neuromorphic Programming: Emerging Directions for Brain-Inspired Hardware.
ICONS
Steven Abreu, Jens Egholm Pedersen
2024 J jnl
Neuromorphic Programming: Emerging Directions for Brain-Inspired Hardware.
CoRR
Steven Abreu, Jens Egholm Pedersen
2024 J jnl
PARSE-Ego4D: Personal Action Recommendation Suggestions for Egocentric Videos.
CoRR
Steven Abreu, Tiffany D. Do, Karan Ahuja, Eric J. Gonzalez, Lee Payne, Daniel McDuff, Mar González-Franco
2024 J jnl
Q-S5: Towards Quantized State Space Models.
CoRR
Steven Abreu, Jens Egholm Pedersen, Kade M. Heckel, Alessandro Pierro
2024 J jnl
Steering Large Language Models using Conceptors: Improving Addition-Based Activation Engineering.
CoRR
Joris Postmus, Steven Abreu
2023 J jnl
Concepts and Paradigms for Neuromorphic Programming.
CoRR
Steven Abreu
2023 — conf
Flow cytometry with event-based vision and spiking neuromorphic hardware.
CVPR Workshops
Steven Abreu, Muhammed Gouda, Alessio Lugnan, Peter Bienstman
2023 J jnl
Neuromorphic Intermediate Representation: A Unified Instruction Set for Interoperable Brain-Inspired Computing.
CoRR
Jens Egholm Pedersen, Steven Abreu, Matthias Jobst, Gregor Lenz, Vittorio Fra, Felix Christian Bauer, Dylan R. Muir, Peng Zhou, Bernhard Vogginger, Kade Heckel, Gianvito Urgese, Sadasivan Shankar, Terrence C. Stewart, Jason K. Eshraghian, Sadique Sheik
2023 J jnl
Training a spiking neural network on an event-based label-free flow cytometry dataset.
CoRR
Muhammed Gouda, Steven Abreu, Alessio Lugnan, Peter Bienstman
2022 J jnl
Hands-on reservoir computing: a tutorial for practical implementation.
Neuromorph. Comput. Eng.
Matteo Cucchi, Steven Abreu, Giuseppe Ciccone, Daniel Brunner, Hans Kleemann
2019 J jnl
Automated Architecture Design for Deep Neural Networks.
CoRR
Steven Abreu