Amirali Amirsoleimani

According to our database, Amirali Amirsoleimani authored at least 52 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

WALLAX: A memristor-based Gaussian random number generator.

Xuening Dong, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov

Neurocomputing, January, 2024

SITU: Stochastic input encoding and weight update thresholding for efficient memristive neural network in-situ training.

Xuening Dong, Brian Chen, Roman Genov, Mostafa Rahimi Azghadi, Amirali Amirsoleimani

Neurocomputing, 2024

D2ECG: Deep-Shift DNN-based ECG Classifier for Resource Efficient Hardware Implementation.

Aliasghar Makhlooghpour, Arash Ahmadi, Amirali Amirsoleimani

Proceedings of the 22nd IEEE Interregional NEWCAS Conference, 2024

Manhattan Rule for Robust In-Situ Training of Memristive Deep Neural Network Accelerators.

Ellina Zhang, Jack Cai, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov, Majid Ahmadi

Proceedings of the 67th IEEE International Midwest Symposium on Circuits and Systems, 2024

POD: PCM-Based Computing Platform for Object Detection in Biomedical Imaging Application.

Demeng Chen, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov, Majid Ahmadi

Proceedings of the 15th IEEE Latin America Symposium on Circuits and Systems, 2024

SAR-MemPipe: A Hybrid Pipeline-SAR Memristive ADC for Analog Resistive Arrays.

Hao You, Jianxiong Xu, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov

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

Spiking Auto-Encoder Using Error Modulated Spike Timing Dependant Plasticity.

Ben Walters, Zhengyu Cai, Hamid Rahimian Kalatehbali, Amirali Amirsoleimani, Roman Genov, Jason Eshraghian, Mostafa Rahimi Azghadi

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

BITLITE: Light Bit-wise Operative Vector Matrix Multiplication for Low-Resolution Platforms.

Vince Tran, Demeng Chen, Roman Genov, Mostafa Rahimi Azghadi, Amirali Amirsoleimani

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

NURODE: In-Memory Crossbar Core for Hodgkin-Huxley Model ODE-Based Computations.

Andy Gong, Mostafa Rahimi Azghadi, Roman Genov, Amirali Amirsoleimani

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

Advancing Image Classification with Phase-coded Ultra-Efficient Spiking Neural Networks.

Zhengyu Cai, Hamid Rahimian Kalatehbali, Ben Walters, Mostafa Rahimi Azghadi, Roman Genov, Amirali Amirsoleimani

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

In-Memory Transformer Self-Attention Mechanism Using Passive Memristor Crossbar.

Jack Cai, Muhammad Ahsan Kaleem, Roman Genov, Mostafa Rahimi Azghadi, Amirali Amirsoleimani

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

Toward Accurate Analysis of Channel Charge Injection in SAR ADCs' Capacitive DACs.

Alireza Ahrar, Jianxiong Xu, Mohammad Reza Pazhouhandeh, Antoine Frappé, Mostafa Rahimi Azghadi, Amirali Amirsoleimani

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

2023

Spike Timing Dependent Gradient for Direct Training of Fast and Efficient Binarized Spiking Neural Networks.

Zhengyu Cai, Hamid Rahimian Kalatehbali, Ben Walters, Mostafa Rahimi Azghadi, Amirali Amirsoleimani, Roman Genov

IEEE J. Emerg. Sel. Topics Circuits Syst., December, 2023

A Review of Graphene-Based Memristive Neuromorphic Devices and Circuits.

Ben Walters, Mohan V. Jacob, Amirali Amirsoleimani, Mostafa Rahimi Azghadi

Adv. Intell. Syst., October, 2023

Efficient Memristive Stochastic Differential Equation Solver.

Xuening Dong, Louis Primeau, Roman Genov, Mostafa Rahimi Azghadi, Amirali Amirsoleimani

Adv. Intell. Syst., August, 2023

Simulation of memristive crossbar arrays for seizure detection and prediction using parallel Convolutional Neural Networks.

Chenqi Li, Corey Lammie, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov

Softw. Impacts, March, 2023

SSCAE: A Neuromorphic SNN Autoencoder for sc-RNA-seq Dimensionality Reduction.

Tim Zhang, Amirali Amirsoleimani, Jason K. Eshraghian, Mostafa Rahimi Azghadi, Roman Genov, Yu Xia

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

HUXIN: In-Memory Crossbar Core for Integration of Biologically Inspired Stochastic Neuron Models.

Louis Primeau, Xuening Dong, Amirali Amirsoleimani, Roman Genov

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

A Survey of Ensemble Methods for Mitigating Memristive Neural Network Non-idealities.

Muhammad Ahsan Kaleem, Jack Cai, Amirali Amirsoleimani, Roman Genov

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

HESSPROP: Mitigating Memristive DNN Weight Mapping Errors with Hessian Backpropagation.

Jack Cai, Muhammad Ahsan Kaleem, Amirali Amirsoleimani, Roman Genov

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

SEVDA: Singular Value Decomposition Based Parallel Write Scheme for Memristive CNN Accelerators.

Ali Al-Shaarawy, Roman Genov, Amirali Amirsoleimani

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

MEDSA: A Memristive-passive Delta-Sigma ADC Circuit for Detecting Neural Signals.

Hao You, Jianxiong Xu, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

STDG: Fast and Lightweight SNN Training Technique Using Spike Temporal Locality.

Zhengyu Cai, Hamid Rahimian Kalatehbali, Ben Walters, Mostafa Rahimi Azghadi, Amirali Amirsoleimani, Roman Genov

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

2022

Adaptively Clock-Boosted Auto-Ranging Neural-Interface for Emerging Neuromodulation Applications.

Mohammad Reza Pazhouhandeh, Amirali Amirsoleimani, Iliya Weisspapir, Peter L. Carlen, Roman Genov

IEEE Trans. Biomed. Circuits Syst., December, 2022

CODEX: Stochastic Encoding Method to Relax Resistive Crossbar Accelerator Design Requirements.

Tony Liu, Amirali Amirsoleimani, Jianxiong Xu, Fabien Alibart, Yann Beilliard, Serge Ecoffey, Dominique Drouin, Roman Genov

IEEE Trans. Circuits Syst. II Express Briefs, 2022

Seizure Detection and Prediction by Parallel Memristive Convolutional Neural Networks.

Chenqi Li, Corey Lammie, Xuening Dong, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov

IEEE Trans. Biomed. Circuits Syst., 2022

Toward A Formalized Approach for Spike Sorting Algorithms and Hardware Evaluation.

Tim Zhang, Corey Lammie, Mostafa Rahimi Azghadi, Amirali Amirsoleimani, Majid Ahmadi, Roman Genov

Proceedings of the 65th IEEE International Midwest Symposium on Circuits and Systems, 2022

SDEX: Monte Carlo Simulation of Stochastic Differential Equations on Memristor Crossbars.

Louis Primeau, Amirali Amirsoleimani, Roman Genov

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

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

Corey Lammie, Jason Kamran Eshraghian, Chenqi Li, Amirali Amirsoleimani, Roman Genov, Wei D. Lu, Mostafa Rahimi Azghadi

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

HYPERLOCK: In-Memory Hyperdimensional Encryption in Memristor Crossbar Array.

Jack Cai, Amirali Amirsoleimani, Roman Genov

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

PRUNIX: Non-Ideality Aware Convolutional Neural Network Pruning for Memristive Accelerators.

Ali Al-Shaarawy, Amirali Amirsoleimani, Roman Genov

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

In-Memory Memristive Transformation Stage of Gaussian Random Number Generator.

Xuening Dong, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2022

2021

AIDX: Adaptive Inference Scheme to Mitigate State-Drift in Memristive VMM Accelerators.

Tony Liu, Amirali Amirsoleimani, Fabien Alibart, Serge Ecoffey, Dominique Drouin, Roman Genov

IEEE Trans. Circuits Syst. II Express Briefs, 2021

2020

Complementary Metal-Oxide Semiconductor and Memristive Hardware for Neuromorphic Computing.

Mostafa Rahimi Azghadi, Ying-Chen Chen, Jason Kamran Eshraghian, Jia Chen, Chih-Yang Lin, Amirali Amirsoleimani, Adnan Mehonic, Anthony J. Kenyon, Burt Fowler, Jack C. Lee, Yao-Feng Chang

Adv. Intell. Syst., 2020

In-Memory Vector-Matrix Multiplication in Monolithic Complementary Metal-Oxide-Semiconductor-Memristor Integrated Circuits: Design Choices, Challenges, and Perspectives.

Amirali Amirsoleimani, Fabien Alibart, Victor Yon, Jianxiong Xu, Mohammad Reza Pazhouhandeh, Serge Ecoffey, Yann Beilliard, Roman Genov, Dominique Drouin

Adv. Intell. Syst., 2020

2018

A 2M1M Crossbar Architecture: Memory.

Mehri Teimoori, Amirali Amirsoleimani, Arash Ahmadi, Majid Ahmadi

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

Logic Design on Mirrored Memristive Crossbars.

Amirali Amirsoleimani, Majid Ahmadi, Arash Ahmadi

IEEE Trans. Circuits Syst. II Express Briefs, 2018

A Memristive TaOx-Based Median Filter Design for Image Processing Application.

Abubaker Sasi, Amirali Amirsoleimani, Majid Ahmadi, Arash Ahmadi

Proceedings of the 15th International Conference on Synthesis, 2018

2017

Modular neuron comprises of memristor-based synapse.

Jafar Shamsi, Amirali Amirsoleimani, Sattar Mirzakuchaki, Majid Ahmadi

Neural Comput. Appl., 2017

Accurate charge transport model for nanoionic memristive devices.

Amirali Amirsoleimani, Jafar Shamsi, Majid Ahmadi, Arash Ahmadi, Shahpour Alirezaee, Karim Mohammadi, Mohammad Azim Karami, Chris Yakopcic, Omid Kavehei, Said F. Al-Sarawi

Microelectron. J., 2017

A hybrid memristor-CMOS multiplier design based on memristive universal logic gates.

Mehri Teimoory, Amirali Amirsoleimani, Arash Ahmadi, Majid Ahmadi

Proceedings of the IEEE 60th International Midwest Symposium on Circuits and Systems, 2017

STDP-based unsupervised learning of memristive spiking neural network by Morris-Lecar model.

Amirali Amirsoleimani, Majid Ahmadi, Arash Ahmadi

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Hybrid memristor-CMOS based linear feedback shift register design.

Abubaker Sasi, Amirali Amirsoleimani, Arash Ahmadi, Majid Ahmadi

Proceedings of the 24th IEEE International Conference on Electronics, Circuits and Systems, 2017

A novel CVNS adder with memristive analog memory.

Amirali Amirsoleimani, Majid Ahmadi, Arash Ahmadi

Proceedings of the 2017 European Conference on Circuit Theory and Design, 2017

Ultra-low power Op-Amp design with memristor-based compensation.

Mohammad Rasekh Jahromi, Jafar Shamsi, Amirali Amirsoleimani, Karim Mohammadi, Majid Ahmadi

Proceedings of the 30th IEEE Canadian Conference on Electrical and Computer Engineering, 2017

A memristor based binary multiplier.

Saeed Haghiri, Ali Nemati, Soheil Feizi, Amirali Amirsoleimani, Arash Ahmadi, Majid Ahmadi

Proceedings of the 30th IEEE Canadian Conference on Electrical and Computer Engineering, 2017

2016

Memristor-based 4: 2 compressor cells design.

Amirali Amirsoleimani, Majid Ahmadi, Mehri Teimoory, Arash Ahmadi

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Brain-inspired pattern classification with memristive neural network using the Hodgkin-Huxley neuron.

Amirali Amirsoleimani, Majid Ahmadi, Arash Ahmadi, Mounir Boukadoum

Proceedings of the 2016 IEEE International Conference on Electronics, Circuits and Systems, 2016

2015

Hyperbolic tangent passive resistive-type neuron.

Jafar Shamsi, Amirali Amirsoleimani, Sattar Mirzakuchaki, Arash Ahmadi, Shahpour Alirezaee, Majid Ahmadi

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Memristor-based linear feedback shift register based on material implication logic.

Mehri Teimoory, Amirali Amirsoleimani, Arash Ahmadi, Shahpour Alirezaee, Saeideh Salimpour, Majid Ahmadi

Proceedings of the European Conference on Circuit Theory and Design, 2015

2014

Optimized implementation of memristor-based full adder by material implication logic.

Mehri Teimoory, Amirali Amirsoleimani, Jafar Shamsi, Arash Ahmadi, Shahpour Alirezaee, Majid Ahmadi

Proceedings of the 21st IEEE International Conference on Electronics, Circuits and Systems, 2014

2012

A Large Scale Digital Simulation of Spiking Neural Networks (SNN) on Fast SystemC Simulator.

Hamid Soleimani, Arash Ahmadi, Mohammad Bavandpour, Amirali Amirsoleimani, Mark Zwolinski

Proceedings of the 14th International Conference on Computer Modelling and Simulation, 2012