Amirali Amirsoleimani

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 54

Top Topics

Random Number Generator

Biologically Inspired

Matrix Multiplication

Design Space Exploration

Top Venues

Adv. Intell. Syst.

Publications

Xuening Dong, Brian Chen, Roman Genov, Mostafa Rahimi Azghadi, Amirali Amirsoleimani
SITU: Stochastic input encoding and weight update thresholding for efficient memristive neural network in-situ training. Neurocomputing 605 (2024)
Ben Walters, Zhengyu Cai, Hamid Rahimian Kalatehbali, Amirali Amirsoleimani, Roman Genov, Jason Eshraghian, Mostafa Rahimi Azghadi
Spiking Auto-Encoder Using Error Modulated Spike Timing Dependant Plasticity. ISCAS (2024)
Andy Gong, Mostafa Rahimi Azghadi, Roman Genov, Amirali Amirsoleimani
NURODE: In-Memory Crossbar Core for Hodgkin-Huxley Model ODE-Based Computations. ISCAS (2024)
Vince Tran, Demeng Chen, Roman Genov, Mostafa Rahimi Azghadi, Amirali Amirsoleimani
BITLITE: Light Bit-wise Operative Vector Matrix Multiplication for Low-Resolution Platforms. ISCAS (2024)
Demeng Chen, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov, Majid Ahmadi
POD: PCM-Based Computing Platform for Object Detection in Biomedical Imaging Application. LASCAS (2024)
Alireza Ahrar, Jianxiong Xu, Mohammad Reza Pazhouhandeh, Antoine Frappé, Mostafa Rahimi Azghadi, Amirali Amirsoleimani
Toward Accurate Analysis of Channel Charge Injection in SAR ADCs' Capacitive DACs. ISCAS (2024)
Hao You, Jianxiong Xu, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov
SAR-MemPipe: A Hybrid Pipeline-SAR Memristive ADC for Analog Resistive Arrays. ISCAS (2024)
Jack Cai, Muhammad Ahsan Kaleem, Roman Genov, Mostafa Rahimi Azghadi, Amirali Amirsoleimani
In-Memory Transformer Self-Attention Mechanism Using Passive Memristor Crossbar. ISCAS (2024)
Zhengyu Cai, Hamid Rahimian Kalatehbali, Ben Walters, Mostafa Rahimi Azghadi, Roman Genov, Amirali Amirsoleimani
Advancing Image Classification with Phase-coded Ultra-Efficient Spiking Neural Networks. ISCAS (2024)
Xuening Dong, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov
WALLAX: A memristor-based Gaussian random number generator. Neurocomputing 566 (2024)
Zhengyu Cai, Hamid Rahimian Kalatehbali, Ben Walters, Mostafa Rahimi Azghadi, Amirali Amirsoleimani, Roman Genov
Spike Timing Dependent Gradient for Direct Training of Fast and Efficient Binarized Spiking Neural Networks. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (4) (2023)
Tim Zhang, Amirali Amirsoleimani, Jason K. Eshraghian, Mostafa Rahimi Azghadi, Roman Genov, Yu Xia
SSCAE: A Neuromorphic SNN Autoencoder for sc-RNA-seq Dimensionality Reduction. ISCAS (2023)
Louis Primeau, Xuening Dong, Amirali Amirsoleimani, Roman Genov
HUXIN: In-Memory Crossbar Core for Integration of Biologically Inspired Stochastic Neuron Models. ISCAS (2023)
Hao You, Jianxiong Xu, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov
MEDSA: A Memristive-passive Delta-Sigma ADC Circuit for Detecting Neural Signals. BioCAS (2023)
Zhengyu Cai, Hamid Rahimian Kalatehbali, Ben Walters, Mostafa Rahimi Azghadi, Amirali Amirsoleimani, Roman Genov
STDG: Fast and Lightweight SNN Training Technique Using Spike Temporal Locality. BioCAS (2023)
Muhammad Ahsan Kaleem, Jack Cai, Amirali Amirsoleimani, Roman Genov
A Survey of Ensemble Methods for Mitigating Memristive Neural Network Non-idealities. ISCAS (2023)
Jack Cai, Muhammad Ahsan Kaleem, Amirali Amirsoleimani, Roman Genov
HESSPROP: Mitigating Memristive DNN Weight Mapping Errors with Hessian Backpropagation. ISCAS (2023)
Ben Walters, Mohan V. Jacob, Amirali Amirsoleimani, Mostafa Rahimi Azghadi
A Review of Graphene-Based Memristive Neuromorphic Devices and Circuits. Adv. Intell. Syst. 5 (10) (2023)
Ali Al-Shaarawy, Roman Genov, Amirali Amirsoleimani
SEVDA: Singular Value Decomposition Based Parallel Write Scheme for Memristive CNN Accelerators. ISCAS (2023)
Xuening Dong, Louis Primeau, Roman Genov, Mostafa Rahimi Azghadi, Amirali Amirsoleimani
Efficient Memristive Stochastic Differential Equation Solver. Adv. Intell. Syst. 5 (8) (2023)
Chenqi Li, Corey Lammie, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov
Simulation of memristive crossbar arrays for seizure detection and prediction using parallel Convolutional Neural Networks. Softw. Impacts 15 (2023)
Corey Lammie, Jason Kamran Eshraghian, Chenqi Li, Amirali Amirsoleimani, Roman Genov, Wei D. Lu, Mostafa Rahimi Azghadi
Design Space Exploration of Dense and Sparse Mapping Schemes for RRAM Architectures. CoRR (2022)
Ali Al-Shaarawy, Amirali Amirsoleimani, Roman Genov
PRUNIX: Non-Ideality Aware Convolutional Neural Network Pruning for Memristive Accelerators. ISCAS (2022)
Jack Cai, Amirali Amirsoleimani, Roman Genov
HYPERLOCK: In-Memory Hyperdimensional Encryption in Memristor Crossbar Array. ISCAS (2022)
Tony Liu, Amirali Amirsoleimani, Jianxiong Xu, Fabien Alibart, Yann Beilliard, Serge Ecoffey, Dominique Drouin, Roman Genov
CODEX: Stochastic Encoding Method to Relax Resistive Crossbar Accelerator Design Requirements. IEEE Trans. Circuits Syst. II Express Briefs 69 (8) (2022)
Chenqi Li, Corey Lammie, Xuening Dong, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov
Seizure Detection and Prediction by Parallel Memristive Convolutional Neural Networks. IEEE Trans. Biomed. Circuits Syst. 16 (4) (2022)
Louis Primeau, Amirali Amirsoleimani, Roman Genov
SDEX: Monte Carlo Simulation of Stochastic Differential Equations on Memristor Crossbars. CoRR (2022)
Ali Alshaarawy, Amirali Amirsoleimani, Roman Genov
PRUNIX: Non-Ideality Aware Convolutional Neural Network Pruning for Memristive Accelerators. CoRR (2022)
Corey Lammie, Jason Kamran Eshraghian, Chenqi Li, Amirali Amirsoleimani, Roman Genov, Wei D. Lu, Mostafa Rahimi Azghadi
Design Space Exploration of Dense and Sparse Mapping Schemes for RRAM Architectures. ISCAS (2022)
Chenqi Li, Corey Lammie, Xuening Dong, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov
Seizure Detection and Prediction by Parallel Memristive Convolutional Neural Networks. CoRR (2022)
Tim Zhang, Corey Lammie, Mostafa Rahimi Azghadi, Amirali Amirsoleimani, Majid Ahmadi, Roman Genov
Toward A Formalized Approach for Spike Sorting Algorithms and Hardware Evaluation. CoRR (2022)
Tim Zhang, Corey Lammie, Mostafa Rahimi Azghadi, Amirali Amirsoleimani, Majid Ahmadi, Roman Genov
Toward A Formalized Approach for Spike Sorting Algorithms and Hardware Evaluation. MWSCAS (2022)
Jack Cai, Amirali Amirsoleimani, Roman Genov
HYPERLOCK: In-Memory Hyperdimensional Encryption in Memristor Crossbar Array. CoRR (2022)
Xuening Dong, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov
In-Memory Memristive Transformation Stage of Gaussian Random Number Generator. COINS (2022)
Louis Primeau, Amirali Amirsoleimani, Roman Genov
SDEX: Monte Carlo Simulation of Stochastic Differential Equations on Memristor Crossbars. ISCAS (2022)
Mohammad Reza Pazhouhandeh, Amirali Amirsoleimani, Iliya Weisspapir, Peter L. Carlen, Roman Genov
Adaptively Clock-Boosted Auto-Ranging Neural-Interface for Emerging Neuromodulation Applications. IEEE Trans. Biomed. Circuits Syst. 16 (6) (2022)
Tony Liu, Amirali Amirsoleimani, Fabien Alibart, Serge Ecoffey, Dominique Drouin, Roman Genov
AIDX: Adaptive Inference Scheme to Mitigate State-Drift in Memristive VMM Accelerators. IEEE Trans. Circuits Syst. II Express Briefs 68 (4) (2021)
Mostafa Rahimi Azghadi, Ying-Chen Chen, Jason K. Eshraghian, Jia Chen, Chih-Yang Lin, Amirali Amirsoleimani, Adnan Mehonic, Anthony J. Kenyon, Burt Fowler, Jack C. Lee, Yao-Feng Chang
Complementary Metal-Oxide Semiconductor and Memristive Hardware for Neuromorphic Computing. Adv. Intell. Syst. 2 (5) (2020)
Amirali Amirsoleimani, Fabien Alibart, Victor Yon, Jianxiong Xu, Mohammad Reza Pazhouhandeh, Serge Ecoffey, Yann Beilliard, Roman Genov, Dominique Drouin
In-Memory Vector-Matrix Multiplication in Monolithic Complementary Metal-Oxide-Semiconductor-Memristor Integrated Circuits: Design Choices, Challenges, and Perspectives. Adv. Intell. Syst. 2 (11) (2020)
Tony Liu, Amirali Amirsoleimani, Fabien Alibart, Serge Ecoffey, Dominique Drouin, Roman Genov
AIDX: Adaptive Inference Scheme to Mitigate State-Drift in Memristive VMM Accelerators. CoRR (2020)
Mostafa Rahimi Azghadi, Ying-Chen Chen, Jason K. Eshraghian, Jia Chen, Chih-Yang Lin, Amirali Amirsoleimani, Adnan Mehonic, Anthony J. Kenyon, Burt Fowler, Jack C. Lee, Yao-Feng Chang
Complementary Metal-Oxide Semiconductor and Memristive Hardware for Neuromorphic Computing. Adv. Intell. Syst. 2 (5) (2020)
Abubaker Sasi, Amirali Amirsoleimani, Majid Ahmadi, Arash Ahmadi
A Memristive TaOx-Based Median Filter Design for Image Processing Application. SMACD (2018)
Amirali Amirsoleimani, Majid Ahmadi, Arash Ahmadi
Logic Design on Mirrored Memristive Crossbars. IEEE Trans. Circuits Syst. II Express Briefs (11) (2018)
Mehri Teimoori, Amirali Amirsoleimani, Arash Ahmadi, Majid Ahmadi
A 2M1M Crossbar Architecture: Memory. IEEE Trans. Very Large Scale Integr. Syst. 26 (12) (2018)
Amirali Amirsoleimani, Majid Ahmadi, Arash Ahmadi
A novel CVNS adder with memristive analog memory. ECCTD (2017)
Abubaker Sasi, Amirali Amirsoleimani, Arash Ahmadi, Majid Ahmadi
Hybrid memristor-CMOS based linear feedback shift register design. ICECS (2017)
Amirali Amirsoleimani, Jafar Shamsi, Majid Ahmadi, Arash Ahmadi, Shahpour Alirezaee, Karim Mohammadi, Mohammad Azim Karami, Chris Yakopcic, Omid Kavehei, Said F. Al-Sarawi
Accurate charge transport model for nanoionic memristive devices. Microelectron. J. 65 (2017)
Jafar Shamsi, Amirali Amirsoleimani, Sattar Mirzakuchaki, Majid Ahmadi
Modular neuron comprises of memristor-based synapse. Neural Comput. Appl. 28 (1) (2017)
Mohammad Rasekh Jahromi, Jafar Shamsi, Amirali Amirsoleimani, Karim Mohammadi, Majid Ahmadi
Ultra-low power Op-Amp design with memristor-based compensation. CCECE (2017)
Amirali Amirsoleimani, Majid Ahmadi, Arash Ahmadi
STDP-based unsupervised learning of memristive spiking neural network by Morris-Lecar model. IJCNN (2017)
Saeed Haghiri, Ali Nemati, Soheil Feizi, Amirali Amirsoleimani, Arash Ahmadi, Majid Ahmadi
A memristor based binary multiplier. CCECE (2017)
Mehri Teimoory, Amirali Amirsoleimani, Arash Ahmadi, Majid Ahmadi
A hybrid memristor-CMOS multiplier design based on memristive universal logic gates. MWSCAS (2017)
Amirali Amirsoleimani, Majid Ahmadi, Mehri Teimoory, Arash Ahmadi
Memristor-based 4: 2 compressor cells design. ISCAS (2016)
Amirali Amirsoleimani, Majid Ahmadi, Arash Ahmadi, Mounir Boukadoum
Brain-inspired pattern classification with memristive neural network using the Hodgkin-Huxley neuron. ICECS (2016)
Mehri Teimoory, Amirali Amirsoleimani, Arash Ahmadi, Shahpour Alirezaee, Saeideh Salimpour, Majid Ahmadi
Memristor-based linear feedback shift register based on material implication logic. ECCTD (2015)
Jafar Shamsi, Amirali Amirsoleimani, Sattar Mirzakuchaki, Arash Ahmadi, Shahpour Alirezaee, Majid Ahmadi
Hyperbolic tangent passive resistive-type neuron. ISCAS (2015)
Mehri Teimoory, Amirali Amirsoleimani, Jafar Shamsi, Arash Ahmadi, Shahpour Alirezaee, Majid Ahmadi
Optimized Implementation of Memristor-Based Full Adder by Material Implication Logic. CoRR (2015)
Mehri Teimoory, Amirali Amirsoleimani, Jafar Shamsi, Arash Ahmadi, Shahpour Alirezaee, Majid Ahmadi
Optimized implementation of memristor-based full adder by material implication logic. ICECS (2014)