Abdullah M. Zyarah

31 papers B 2C 4Journal 19Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Minion gated recurrent unit for continual learning.
Neurocomputing
Abdullah M. Zyarah, Dhireesha Kudithipudi
2025 J jnl
Genesis: A Spiking Neuromorphic Accelerator With On-chip Continual Learning.
CoRR
Vedant Karia, Abdullah M. Zyarah, Dhireesha Kudithipudi
2025 J jnl
M2RU: Memristive Minion Recurrent Unit for On-Chip Continual Learning at the Edge.
CoRR
Abdullah M. Zyarah, Dhireesha Kudithipudi
2025 J jnl
Minion Gated Recurrent Unit for Continual Learning.
CoRR
Abdullah M. Zyarah, Dhireesha Kudithipudi
2025 J jnl
Reservoir Network with Structural Plasticity for Human Activity Recognition.
CoRR
Abdullah M. Zyarah, Alaa M. Abdul-Hadi, Dhireesha Kudithipudi
2025 J jnl
Time-Series Forecasting and Sequence Learning Using Memristor-based Reservoir System.
ACM Trans. Embed. Comput. Syst.
Abdullah M. Zyarah, Dhireesha Kudithipudi
2025 J jnl
Voltage Mode Winner-Take-All Circuit for Neuromorphic Systems.
CoRR
Abdullah M. Zyarah, Dhireesha Kudithipudi
2024 — conf
PositCL: Compact Continual Learning with Posit Aware Quantization.
ACM Great Lakes Symposium on VLSI
Vedant Karia, Abdullah M. Zyarah, Dhireesha Kudithipudi
2024 J jnl
Reservoir Network With Structural Plasticity for Human Activity Recognition.
IEEE Trans. Emerg. Top. Comput. Intell.
Abdullah M. Zyarah, Alaa M. Abdul-Hadi, Dhireesha Kudithipudi
2024 J jnl
Time-Series Forecasting and Sequence Learning Using Memristor-based Reservoir System.
CoRR
Abdullah M. Zyarah, Dhireesha Kudithipudi
2023 J jnl
Design Principles for Lifelong Learning AI Accelerators.
CoRR
Dhireesha Kudithipudi, Anurag Reddy Daram, Abdullah M. Zyarah, Fatima Tuz Zohora, James B. Aimone, Angel Yanguas-Gil, Nicholas Soures, Emre Neftci, Matthew Mattina, Vincenzo Lomonaco, Clare D. Thiem, Benjamin R. Epstein
2021 — conf
ALPS: Adaptive Quantization of Deep Neural Networks With GeneraLized PositS.
CVPR Workshops
Hamed Fatemi Langroudi, Vedant Karia, Zachariah Carmichael, Abdullah M. Zyarah, Tej Pandit, John L. Gustafson, Dhireesha Kudithipudi
2021 C conf
MetaplasticNet: Architecture with Probabilistic Metaplastic Synapses for Continual Learning.
ISCAS
Fatima Tuz Zohora, Vedant Karia, Anurag Reddy Daram, Abdullah M. Zyarah, Dhireesha Kudithipudi
2020 J jnl
End-to-End Memristive HTM System for Pattern Recognition and Sequence Prediction.
CoRR
Abdullah M. Zyarah, Kevin Gomez, Dhireesha Kudithipudi
2020 — conf
FeFET-Based Neuromorphic Architecture with On-Device Feedback Alignment Training.
ISQED
Sumin Jot, Abdullah M. Zyarah, Santosh Kurinec, Kai Ni, Fatima Tuz Zohora, Dhireesha Kudithipudi
2020 C conf
Metaplasticity in Multistate Memristor Synaptic Networks.
ISCAS
Fatima Tuz Zohora, Abdullah M. Zyarah, Nicholas Soures, Dhireesha Kudithipudi
2020 J jnl
Metaplasticity in Multistate Memristor Synaptic Networks.
CoRR
Fatima Tuz Zohora, Abdullah M. Zyarah, Nicholas Soures, Dhireesha Kudithipudi
2020 J jnl
Neuromorphic System for Spatial and Temporal Information Processing.
IEEE Trans. Computers
Abdullah M. Zyarah, Kevin Gomez, Dhireesha Kudithipudi
2019 J jnl
Neuromemrisitive Architecture of HTM with On-Device Learning and Neurogenesis.
ACM J. Emerg. Technol. Comput. Syst.
Abdullah M. Zyarah, Dhireesha Kudithipudi
2019 B conf
Neuromemristive Multi-Layer Random Projection Network with On-Device Learning.
IJCNN
Abdullah M. Zyarah, Dhireesha Kudithipudi
2019 J jnl
Neuromorphic Architecture for the Hierarchical Temporal Memory.
IEEE Trans. Emerg. Top. Comput. Intell.
Abdullah M. Zyarah, Dhireesha Kudithipudi
2018 J jnl
Neuromemrisitive Architecture of HTM with On-Device Learning and Neurogenesis.
CoRR
Abdullah M. Zyarah, Dhireesha Kudithipudi
2018 J jnl
Neuromorphic Architecture for the Hierarchical Temporal Memory.
CoRR
Abdullah M. Zyarah, Dhireesha Kudithipudi
2018 C conf
On-Device Learning in Memristor Spiking Neural Networks.
ISCAS
Abdullah M. Zyarah, Nicholas Soures, Dhireesha Kudithipudi
2018 J jnl
Semi-Trained Memristive Crossbar Computing Engine with
ACM J. Emerg. Technol. Comput. Syst.
Abdullah M. Zyarah, Dhireesha Kudithipudi
2018 J jnl
Semi-Trained Memristive Crossbar Computing Engine with In-Situ Learning Accelerator.
CoRR
Abdullah M. Zyarah, Dhireesha Kudithipudi
2017 B conf
Extreme learning machine as a generalizable classification engine.
IJCNN
Abdullah M. Zyarah, Dhireesha Kudithipudi
2017 — conf
Invited paper: Resource sharing in feed forward neural networks for energy efficiency.
MWSCAS
Abdullah M. Zyarah, Dhireesha Kudithipudi
2017 — conf
On-device STDP and synaptic normalization for neuromemristive spiking neural network.
MWSCAS
Nicholas Soures, Lydia Hays, Eric Bohannon, Abdullah M. Zyarah, Dhireesha Kudithipudi
2017 C conf
Ziksa: On-chip learning accelerator with memristor crossbars for multilevel neural networks.
ISCAS
Abdullah M. Zyarah, Nicholas Soures, Lydia Hays, Robin Jacobs-Gedrim, Sapan Agarwal, Matthew J. Marinella, Dhireesha Kudithipudi
2015 — conf
Reconfigurable hardware architecture of the spatial pooler for hierarchical temporal memory.
SoCC
Abdullah M. Zyarah, Dhireesha Kudithipudi