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ORCIDAmirali Amirsoleimani
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2020 – today
- 2024
[j17]Xuening Dong, Amirali Amirsoleimani
, Mostafa Rahimi Azghadi, Roman Genov:
WALLAX: A memristor-based Gaussian random number generator. Neurocomputing 566: 126933 (2024)- [j16]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: 128275 (2024) - [c36]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: 1-5 - [c35]Jack Cai, Muhammad Ahsan Kaleem, Roman Genov, Mostafa Rahimi Azghadi, Amirali Amirsoleimani:
In-Memory Transformer Self-Attention Mechanism Using Passive Memristor Crossbar. ISCAS 2024: 1-5 - [c34]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: 1-5 - [c33]Andy Gong, Mostafa Rahimi Azghadi, Roman Genov, Amirali Amirsoleimani:
NURODE: In-Memory Crossbar Core for Hodgkin-Huxley Model ODE-Based Computations. ISCAS 2024: 1-5 - [c32]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: 1-5 - [c31]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: 1-5 - [c30]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: 1-5 - [c29]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: 1-5 - [c28]Ellina Zhang, Jack Cai, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov, Majid Ahmadi:
Manhattan Rule for Robust In-Situ Training of Memristive Deep Neural Network Accelerators. MWSCAS 2024: 1324-1328 - [c27]Aliasghar Makhlooghpour, Arash Ahmadi, Amirali Amirsoleimani:
D2ECG: Deep-Shift DNN-based ECG Classifier for Resource Efficient Hardware Implementation. NewCAS 2024: 378-382 - 2023
- [j15]Xuening Dong, Louis Primeau, Roman Genov, Mostafa Rahimi Azghadi, Amirali Amirsoleimani:
Efficient Memristive Stochastic Differential Equation Solver. Adv. Intell. Syst. 5(8) (2023) - [j14]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) - [j13]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): 1083-1093 (2023) - [j12]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: 100473 (2023) - [c26]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: 1-5 - [c25]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: 1-5 - [c24]Ali Al-Shaarawy, Roman Genov, Amirali Amirsoleimani:
SEVDA: Singular Value Decomposition Based Parallel Write Scheme for Memristive CNN Accelerators. ISCAS 2023: 1-5 - [c23]Jack Cai, Muhammad Ahsan Kaleem, Amirali Amirsoleimani, Roman Genov:
HESSPROP: Mitigating Memristive DNN Weight Mapping Errors with Hessian Backpropagation. ISCAS 2023: 1-5 - [c22]Muhammad Ahsan Kaleem, Jack Cai, Amirali Amirsoleimani, Roman Genov:
A Survey of Ensemble Methods for Mitigating Memristive Neural Network Non-idealities. ISCAS 2023: 1-5 - [c21]Louis Primeau, Xuening Dong, Amirali Amirsoleimani, Roman Genov:
HUXIN: In-Memory Crossbar Core for Integration of Biologically Inspired Stochastic Neuron Models. ISCAS 2023: 1-5 - [c20]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: 1-5 - 2022
- [j11]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): 609-625 (2022) - [j10]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): 1138-1152 (2022) - [j9]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): 3356-3360 (2022) - [c19]Xuening Dong, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov:
In-Memory Memristive Transformation Stage of Gaussian Random Number Generator. COINS 2022: 1-5 - [c18]Jack Cai, Amirali Amirsoleimani, Roman Genov:
HYPERLOCK: In-Memory Hyperdimensional Encryption in Memristor Crossbar Array. ISCAS 2022: 960-964 - [c17]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: 1107-1111 - [c16]Ali Al-Shaarawy, Amirali Amirsoleimani, Roman Genov:
PRUNIX: Non-Ideality Aware Convolutional Neural Network Pruning for Memristive Accelerators. ISCAS 2022: 1299-1303 - [c15]Louis Primeau, Amirali Amirsoleimani, Roman Genov:
SDEX: Monte Carlo Simulation of Stochastic Differential Equations on Memristor Crossbars. ISCAS 2022: 1867-1871 - [c14]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: 1-4 - [i8]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 abs/2201.06703 (2022) - [i7]Jack Cai, Amirali Amirsoleimani, Roman Genov:
HYPERLOCK: In-Memory Hyperdimensional Encryption in Memristor Crossbar Array. CoRR abs/2201.11362 (2022) - [i6]Louis Primeau, Amirali Amirsoleimani, Roman Genov:
SDEX: Monte Carlo Simulation of Stochastic Differential Equations on Memristor Crossbars. CoRR abs/2202.01395 (2022) - [i5]Ali Alshaarawy, Amirali Amirsoleimani, Roman Genov:
PRUNIX: Non-Ideality Aware Convolutional Neural Network Pruning for Memristive Accelerators. CoRR abs/2202.01758 (2022) - [i4]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 abs/2205.06514 (2022) - [i3]Chenqi Li, Corey Lammie, Xuening Dong, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov:
Seizure Detection and Prediction by Parallel Memristive Convolutional Neural Networks. CoRR abs/2206.09951 (2022) - 2021
- [j8]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): 1128-1132 (2021) - 2020
- [j7]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:
Complementary Metal-Oxide Semiconductor and Memristive Hardware for Neuromorphic Computing. Adv. Intell. Syst. 2(5): 1900189 (2020) - [j6]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:
Complementary Metal-Oxide Semiconductor and Memristive Hardware for Neuromorphic Computing. Adv. Intell. Syst. 2(5): 2070050 (2020) - [j5]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): 2000115 (2020) - [i2]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 abs/2009.00180 (2020)
2010 – 2019
- 2018
- [j4]Amirali Amirsoleimani, Majid Ahmadi, Arash Ahmadi:
Logic Design on Mirrored Memristive Crossbars. IEEE Trans. Circuits Syst. II Express Briefs 65-II(11): 1688-1692 (2018) - [j3]Mehri Teimoori, Amirali Amirsoleimani, Arash Ahmadi, Majid Ahmadi:
A 2M1M Crossbar Architecture: Memory. IEEE Trans. Very Large Scale Integr. Syst. 26(12): 2608-2618 (2018) - [c13]Abubaker Sasi, Amirali Amirsoleimani, Majid Ahmadi, Arash Ahmadi:
A Memristive TaOx-Based Median Filter Design for Image Processing Application. SMACD 2018: 85-88 - 2017
- [j2]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: 49-57 (2017) - [j1]Jafar Shamsi, Amirali Amirsoleimani, Sattar Mirzakuchaki, Majid Ahmadi:
Modular neuron comprises of memristor-based synapse. Neural Comput. Appl. 28(1): 1-11 (2017) - [c12]Saeed Haghiri, Ali Nemati, Soheil Feizi, Amirali Amirsoleimani, Arash Ahmadi, Majid Ahmadi:
A memristor based binary multiplier. CCECE 2017: 1-4 - [c11]Mohammad Rasekh Jahromi, Jafar Shamsi, Amirali Amirsoleimani, Karim Mohammadi, Majid Ahmadi:
Ultra-low power Op-Amp design with memristor-based compensation. CCECE 2017: 1-4 - [c10]Amirali Amirsoleimani, Majid Ahmadi, Arash Ahmadi:
A novel CVNS adder with memristive analog memory. ECCTD 2017: 1-4 - [c9]Abubaker Sasi, Amirali Amirsoleimani, Arash Ahmadi, Majid Ahmadi:
Hybrid memristor-CMOS based linear feedback shift register design. ICECS 2017: 62-65 - [c8]Amirali Amirsoleimani, Majid Ahmadi, Arash Ahmadi:
STDP-based unsupervised learning of memristive spiking neural network by Morris-Lecar model. IJCNN 2017: 3409-3414 - [c7]Mehri Teimoory, Amirali Amirsoleimani, Arash Ahmadi, Majid Ahmadi:
A hybrid memristor-CMOS multiplier design based on memristive universal logic gates. MWSCAS 2017: 1422-1425 - 2016
- [c6]Amirali Amirsoleimani, Majid Ahmadi, Arash Ahmadi, Mounir Boukadoum:
Brain-inspired pattern classification with memristive neural network using the Hodgkin-Huxley neuron. ICECS 2016: 81-84 - [c5]Amirali Amirsoleimani, Majid Ahmadi, Mehri Teimoory, Arash Ahmadi:
Memristor-based 4: 2 compressor cells design. ISCAS 2016: 1242-1245 - 2015
- [c4]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: 1-4 - [c3]Jafar Shamsi, Amirali Amirsoleimani, Sattar Mirzakuchaki, Arash Ahmadi, Shahpour Alirezaee, Majid Ahmadi:
Hyperbolic tangent passive resistive-type neuron. ISCAS 2015: 581-584 - [i1]Mehri Teimoory, Amirali Amirsoleimani, Jafar Shamsi, Arash Ahmadi, Shahpour Alirezaee, Majid Ahmadi:
Optimized Implementation of Memristor-Based Full Adder by Material Implication Logic. CoRR abs/1501.00606 (2015) - 2014
- [c2]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: 562-565 - 2012
- [c1]Hamid Soleimani, Arash Ahmadi, Mohammad Bavandpour, Amirali Amirsoleimani, Mark Zwolinski:
A Large Scale Digital Simulation of Spiking Neural Networks (SNN) on Fast SystemC Simulator. UKSim 2012: 25-30
Coauthor Index
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last updated on 2024-10-11 18:24 CEST by the dblp team
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