Giacomo Pedretti

Ignacio Rozada

CoRR, April, 2025

Hardware-Compatible Single-Shot Feasible-Space Heuristics for Solving the Quadratic Assignment Problem.

[BibT_eX]

[DOI]

Masoud Mohseni

John Paul Strachan

Ignacio Rozada

CoRR, March, 2025

Solving Boolean satisfiability problems with resistive content addressable memories.

[BibT_eX]

[DOI]

CoRR, January, 2025

Controlling ReRAM's Switching Characteristics with Shadow Memory for Continual Learning.

[BibT_eX]

[DOI]

X. Sheng

Jim Ignowski

Robert Legenstein

Proceedings of the IEEE International Memory Workshop, 2025

Enhancing FPGAs with Analog In-Memory Computing Macros.

[BibT_eX]

[DOI]

Proceedings of the 2025 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2025

Analog In-Memory Computing Enhanced FPGA for High-Throughput and Energy-Efficient Acceleration.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2025

2024

RD-FAXID: Ransomware Detection with FPGA-Accelerated XGBoost.

[BibT_eX]

[DOI]

ACM Trans. Reconfigurable Technol. Syst., December, 2024

Efficient Nonlinear Function Approximation in Analog Resistive Crossbars for Recurrent Neural Networks.

[BibT_eX]

[DOI]

Pao-Sheng Vincent Sun

CoRR, 2024

How to Build a Quantum Supercomputer: Scaling from Hundreds to Millions of Qubits.

[BibT_eX]

[DOI]

CoRR, 2024

Distributed Binary Optimization with In-Memory Computing: An Application for the SAT Problem.

[BibT_eX]

[DOI]

Chan-Woo Yang

Masoud Mohseni

Teresa Serrano-Gotarredona

CoRR, 2024

Roadmap to Neuromorphic Computing with Emerging Technologies.

[BibT_eX]

[DOI]

Bernabé Linares-Barranco

Christian Monzio Compagnoni

Frank Brückerhoff-Plückelmann

Wolfram H. P. Pernice

Sayeed Shafayet Chowdhury

CoRR, 2024

Computing High-Degree Polynomial Gradients in Memory.

[BibT_eX]

[DOI]

Tinish Bhattacharya

X. Sheng

Jim Ignowski

John Paul Strachan

CoRR, 2024

Acceleration of Graph Neural Networks with Heterogenous Accelerators Architecture.

[BibT_eX]

[DOI]

Sai Rahul Chalamalasetti

Proceedings of the SC24-W: Workshops of the International Conference for High Performance Computing, 2024

HO-FPIA: High-Order Field-Programmable Ising Arrays with In-Memory Computing.

[BibT_eX]

[DOI]

Tinish Bhattacharya

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2024

On-Access Error Correction in Certain Types of Content-Addressable Memories.

[BibT_eX]

[DOI]

Ron M. Roth

Proceedings of the IEEE International Symposium on Information Theory, 2024

Memristive Quaternary Content-Addressable Memories for Implementing Boolean Functions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

CAMSHAP: Accelerating Machine Learning Model Explainability with Analog CAM.

[BibT_eX]

[DOI]

Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 2024

2023

RACE-IT: A Reconfigurable Analog CAM-Crossbar Engine for In-Memory Transformer Acceleration.

[BibT_eX]

[DOI]

CoRR, 2023

X-TIME: An in-memory engine for accelerating machine learning on tabular data with CAMs.

[BibT_eX]

[DOI]

CoRR, 2023

Design Space Exploration of Analog CAM for Tree-Based Models.

[BibT_eX]

[DOI]

Proceedings of the 66th IEEE International Midwest Symposium on Circuits and Systems, 2023

Accelerating massive MIMO in 6G communications by analog in-memory computing circuits.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

2022

A general tree-based machine learning accelerator with memristive analog CAM.

[BibT_eX]

[DOI]

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

2021

A Universal, Analog, In-Memory Computing Primitive for Linear Algebra Using Memristors.

[BibT_eX]

[DOI]

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

Tree-based machine learning performed in-memory with memristive analog CAM.

[BibT_eX]

[DOI]

CoRR, 2021

Neuromorphic Motion Detection and Orientation Selectivity by Volatile Resistive Switching Memories.

[BibT_eX]

[DOI]

Adv. Intell. Syst., 2021

Conductance variations and their impact on the precision of in-memory computing with resistive switching memory (RRAM).

[BibT_eX]

[DOI]

Elia Ambrosi

Proceedings of the IEEE International Reliability Physics Symposium, 2021

2020

In-memory computing with memristive devices.

[BibT_eX]

[DOI]

PhD thesis, 2020

Time complexity of in-memory solution of linear systems.

[BibT_eX]

[DOI]

CoRR, 2020

One-step regression and classification with crosspoint resistive memory arrays.

[BibT_eX]

[DOI]

CoRR, 2020

In-Memory Eigenvector Computation in Time O (1).

[BibT_eX]

[DOI]

Adv. Intell. Syst., 2020

Brain-Inspired Structural Plasticity through Reweighting and Rewiring in Multi-Terminal Self-Organizing Memristive Nanowire Networks.

[BibT_eX]

[DOI]

Adv. Intell. Syst., 2020

Device and Circuit Architectures for In-Memory Computing.

[BibT_eX]

[DOI]

Adv. Intell. Syst., 2020

A Spiking Recurrent Neural Network with Phase Change Memory Synapses for Decision Making.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Hardware Implementation of PCM-Based Neurons with Self-Regulating Threshold for Homeostatic Scaling in Unsupervised Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

A Bio-Inspired Recurrent Neural Network with Self-Adaptive Neurons and PCM Synapses for Solving Reinforcement Learning Tasks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

In-memory PageRank using a Crosspoint Array of Resistive Switching Memory (RRAM) devices.

[BibT_eX]

[DOI]

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

2019

Self-organizing memristive nanowire networks with structural plasticity emulate biological neuronal circuits.

[BibT_eX]

[DOI]

CoRR, 2019

Energy-efficient continual learning in hybrid supervised-unsupervised neural networks with PCM synapses.

[BibT_eX]

[DOI]

Proceedings of the 2019 Symposium on VLSI Circuits, Kyoto, Japan, June 9-14, 2019, 2019

Fast Solution of Linear Systems with Analog Resistive Switching Memory (RRAM).

[BibT_eX]

[DOI]

Zhong Sun

Proceedings of the 2019 IEEE International Conference on Rebooting Computing, 2019

A Volatile RRAM Synapse for Neuromorphic Computing.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Conference on Electronics, Circuits and Systems, 2019

In-memory solution of linear systems with crosspoint arrays without iterations.

[BibT_eX]

[DOI]

Proceedings of the Device Research Conference, 2019

2018

A 4-Transistors/1-Resistor Hybrid Synapse Based on Resistive Switching Memory (RRAM) Capable of Spike-Rate-Dependent Plasticity (SRDP).

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2018

Stochastic Learning in Neuromorphic Hardware via Spike Timing Dependent Plasticity With RRAM Synapses.

[BibT_eX]

[DOI]

Alessandro S. Spinelli