Wei Lu

Melika Payvand

Yuchao Yang

Neuromorph. Comput. Eng., 2024

Dramaton: A Near-DRAM Accelerator for Large Number Theoretic Transforms.

[BibT_eX]

[DOI]

IEEE Comput. Archit. Lett., 2024

2023

PowerGAN: A Machine Learning Approach for Power Side-Channel Attack on Compute-in-Memory Accelerators.

[BibT_eX]

[DOI]

Adv. Intell. Syst., December, 2023

Training Spiking Neural Networks Using Lessons From Deep Learning.

[BibT_eX]

[DOI]

Proc. IEEE, September, 2023

Research Challenges for Energy-Efficient Computing in Automated Vehicles.

[BibT_eX]

[DOI]

Computer, March, 2023

PIM-GPT: A Hybrid Process-in-Memory Accelerator for Autoregressive Transformers.

[BibT_eX]

[DOI]

Yuting Wu

Ziyu Wang

CoRR, 2023

Bulk-Switching Memristor-based Compute-In-Memory Module for Deep Neural Network Training.

[BibT_eX]

[DOI]

CoRR, 2023

RN-Net: Reservoir Nodes-Enabled Neuromorphic Vision Sensing Network.

[BibT_eX]

[DOI]

CoRR, 2023

2022

TAICHI: A Tiled Architecture for In-Memory Computing and Heterogeneous Integration.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2022

Gradient-Based Neuromorphic Learning on Dynamical RRAM Arrays.

[BibT_eX]

[DOI]

IEEE J. Emerg. Sel. Topics Circuits Syst., 2022

Exploring Compute-in-Memory Architecture Granularity for Structured Pruning of Neural Networks.

[BibT_eX]

[DOI]

IEEE J. Emerg. Sel. Topics Circuits Syst., 2022

Intelligence Processing Units Accelerate Neuromorphic Learning.

[BibT_eX]

[DOI]

Pao-Sheng Vincent Sun

CoRR, 2022

The fine line between dead neurons and sparsity in binarized spiking neural networks.

[BibT_eX]

[DOI]

CoRR, 2022

Columnar Learning Networks for Multisensory Spatiotemporal Learning.

[BibT_eX]

[DOI]

Adv. Intell. Syst., 2022

Device Variation Effects on Neural Network Inference Accuracy in Analog In-Memory Computing Systems.

[BibT_eX]

[DOI]

Qiwen Wang

Yongmo Park

Adv. Intell. Syst., 2022

An 8-bit 20.7 TOPS/W Multi-Level Cell ReRAM-based Compute Engine.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits 2022), 2022

Spatiotemporal Spike Pattern Detection with Second-order Memristive Synapses.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Design Space Exploration of Dense and Sparse Mapping Schemes for RRAM Architectures.

[BibT_eX]

[DOI]

Corey Lammie

Chenqi Li

Amirali Amirsoleimani

Roman Genov

Mostafa Rahimi Azghadi

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Navigating Local Minima in Quantized Spiking Neural Networks.

[BibT_eX]

[DOI]

Corey Lammie

Mostafa Rahimi Azghadi

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2021

Memristive Stochastic Computing for Deep Learning Parameter Optimization.

[BibT_eX]

[DOI]

Corey Lammie

Mostafa Rahimi Azghadi

IEEE Trans. Circuits Syst. II Express Briefs, 2021

How to Build a Memristive Integrate-and-Fire Model for Spiking Neuronal Signal Generation.

[BibT_eX]

[DOI]

Sung-Mo Steve Kang

Donguk Choi

IEEE Trans. Circuits Syst. I Regul. Pap., 2021

Hierarchical architectures in reservoir computing systems.

[BibT_eX]

[DOI]

John Moon

Yuting Wu

Neuromorph. Comput. Eng., 2021

Hierarchical Architectures in Reservoir Computing Systems.

[BibT_eX]

[DOI]

John Moon

CoRR, 2021

Neural connectivity inference with spike-timing dependent plasticity network.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2021

Neural Functional Connectivity Reconstruction with Second-Order Memristor Network.

[BibT_eX]

[DOI]

Adv. Intell. Syst., 2021

Device Non-Ideality Effects and Architecture-Aware Training in RRAM In-Memory Computing Modules.

[BibT_eX]

[DOI]

Qiwen Wang

Yongmo Park

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

2020

Stabilization of Mode-Dependent Impulsive Hybrid Systems Driven by DFA With Mixed-Mode Effects.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

A Crossbar-Based In-Memory Computing Architecture.

[BibT_eX]

[DOI]

Xinxin Wang

IEEE Trans. Circuits Syst., 2020

Deep Neural Network Mapping and Performance Analysis on Tiled RRAM Architecture.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

Live Demonstration: Video-to-Spike Conversion Using a Real-Time Retina Cell Network Simulator.

[BibT_eX]

[DOI]

Seungbum Baek

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

A Real-Time Retinomorphic Simulator Using a Conductance-Based Discrete Neuronal Network.

[BibT_eX]

[DOI]

Seungbum Baek

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

2019

Harnessing Intrinsic Noise in Memristor Hopfield Neural Networks for Combinatorial Optimization.

[BibT_eX]

[DOI]

Fuxi Cai

Suhas Kumar

Thomas Van Vaerenbergh

Raymond G. Beausoleil

Wei Lu

John Paul Strachan

CoRR, 2019

2D materials in resistive memory and neuromorphic computing system applications.

[BibT_eX]

[DOI]

Proceedings of the Device Research Conference, 2019

Memristors and Memristive Devices for Neuromorphic Computing.

[BibT_eX]

[DOI]

Patrick Sheridan

Wei Lu

Proceedings of the Handbook of Memristor Networks., 2019

2018

Field-Programmable Crossbar Array (FPCA) for Reconfigurable Computing.

[BibT_eX]

[DOI]

IEEE Trans. Multi Scale Comput. Syst., 2018

Neuromorphic computing with memristive devices.

[BibT_eX]

[DOI]

Wen Ma

Sci. China Inf. Sci., 2018

Feature extraction and analysis using memristor networks.

[BibT_eX]

[DOI]

Fuxi Cai

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

RRAM fabric for neuromorphic and reconfigurable compute-in-memory systems.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Custom Integrated Circuits Conference, 2018

2017

Hybrid neural network using binary RRAM devices.

[BibT_eX]

[DOI]

YeonJoo Jeong

Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2017

Epsilon-greedy strategy for online dictionary learning with realistic memristor array constraints.

[BibT_eX]

[DOI]

Fuxi Cai

Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2017

2016

Feature Extraction Using Memristor Networks.

[BibT_eX]

[DOI]

Patrick Sheridan

Chao Du

IEEE Trans. Neural Networks Learn. Syst., 2016

Periodic Orbits Analysis in a Class of Planar Liénard Systems with State-Triggered Jumps.

[BibT_eX]

[DOI]

Fangfang Jiang

Miguel Angel Lastras-Montaño

Jitao Sun

Int. J. Bifurc. Chaos, 2016

2015

FPAA/Memristor Hybrid Computing Infrastructure.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2015

A Low-Power Variation-Aware Adaptive Write Scheme for Access-Transistor-Free Memristive Memory.

[BibT_eX]

[DOI]

Amirali Ghofrani

ACM J. Emerg. Technol. Comput. Syst., 2015

Guest Editorial Solid-state Memristive Devices and Systems.

[BibT_eX]

[DOI]

IEEE J. Emerg. Sel. Topics Circuits Syst., 2015

Defect consideratons for robust sparse coding using memristor arrays.

[BibT_eX]

[DOI]

Patrick Sheridan