Mostafa Rahimi Azghadi

159 papers B 2C 23Misc 2Journal 117Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Decoding neural emotion patterns through large language model embeddings. Neurocomputing Gideon Vos, Maryam Ebrahimpour, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2026	J	`jnl`	Multi-label Instance-level Generalised Visual Grounding in Agriculture. CoRR Mohammadreza Haghighat, Alzayat Saleh, Mostafa Rahimi Azghadi
2026	J	`jnl`	Multimodal language models in agriculture: A tutorial and survey. Inf. Fusion Mohammadreza Haghighat, Alzayat Saleh, Mostafa Rahimi Azghadi
2026	J	`jnl`	The effect of acute stress on the interpretability and generalization of schizophrenia predictive machine learning models. Biomed. Signal Process. Control. Gideon Vos, Maryam Ebrahimpour, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2026	J	`jnl`	Weed Detection in Challenging Field Conditions: A Semi-Supervised Framework for Overcoming Shadow Bias and Data Scarcity. Comput. Alzayat Saleh, Shunsuke Hatano, Mostafa Rahimi Azghadi
2025	C	`conf`	A Capacitor-Saver Redundant SAR ADC to Optimize Readout in Compute In-Memory Systems. ISCAS Alireza Ahrar, Aliasghar Makhlooghpour, Xuanhao Lu, Jianxiong Xu, Mostafa Rahimi Azghadi, Hossein Kassiri, Amirali Amirsoleimani
2025	J	`jnl`	A Statistical Approach for Synthetic EEG Data Generation. CoRR Gideon Vos, Maryam Ebrahimpour, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2025	J	`jnl`	Adaptive deep learning framework for robust unsupervised underwater image enhancement. Expert Syst. Appl. Alzayat Saleh, Marcus Sheaves, Dean R. Jerry, Mostafa Rahimi Azghadi
2025	J	`jnl`	Advancements in Weed Mapping: A Systematic Review. CoRR Mohammad Jahanbakht, Alex Olsen, Ross Marchant, Emilie Fillols, Mostafa Rahimi Azghadi
2025	J	`jnl`	Can Reasoning LLMs Enhance Clinical Document Classification? CoRR Akram Mustafa, Usman Naseem, Mostafa Rahimi Azghadi
2025	J	`jnl`	Clustered Automated Machine Learning (CAML) model for clinical coding multi-label classification. Int. J. Mach. Learn. Cybern. Akram Mustafa, Mostafa Rahimi Azghadi
2025	J	`jnl`	Decoding Neural Emotion Patterns through Natural Language Processing Embeddings. CoRR Gideon Vos, Maryam Ebrahimpour, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2025	J	`jnl`	Drone-Based Sound Source Localization: A Systematic Literature Review. IEEE Access Sérgio F. Chevtchenko, Belman Jahir Rodríguez, Rafaella Vale, Abishek Soti, Yeshwanth Bethi, Naqib Ibnul, Alexandre Marcireau, Mostafa Rahimi Azghadi, Andrew Wabnitz, Saeed Afshar
2025	J	`jnl`	Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs. CoRR Akram Mustafa, Usman Naseem, Mostafa Rahimi Azghadi
2025	J	`jnl`	FieldNet: Efficient real-time shadow removal for enhanced vision in field robotics. Expert Syst. Appl. Alzayat Saleh, Alex Olsen, Jake C. Wood, Bronson Philippa, Mostafa Rahimi Azghadi
2025	J	`jnl`	HyperXArray: Low-Power and Compact Memristive Architecture for In-Memory Encryption on Edge. IEEE Trans. Emerg. Top. Comput. Jack Cai, Mostafa Rahimi Azghadi, Roman Genov, Amirali Amirsoleimani
2025	J	`jnl`	Large language models vs human for classifying clinical documents. Int. J. Medical Informatics Akram Mustafa, Usman Naseem, Mostafa Rahimi Azghadi
2025	C	`conf`	MATSORT: Fast and Efficient Approximate Matrix Sorting Algorithm for DNN Applications. ISCAS Xuanhao Lu, Alireza Ahrar, Mostafa Rahimi Azghadi, Roman Genov, Amirali Amirsoleimani
2025	J	`jnl`	NeuroMorse: A Temporally Structured Dataset For Neuromorphic Computing. CoRR Ben Walters, Yeshwanth Bethi, Taylor Kergan, Binh Nguyen, Amirali Amirsoleimani, Jason K. Eshraghian, Saeed Afshar, Mostafa Rahimi Azghadi
2025	J	`jnl`	NeuroMorse: a temporally structured dataset for neuromorphic computing. Neuromorph. Comput. Eng. Ben Walters, Yeshwanth Bethi, Taylor Kergan, Binh Nguyen, Amirali Amirsoleimani, Jason K. Eshraghian, Saeed Afshar, Mostafa Rahimi Azghadi
2025	J	`jnl`	Overcoming annotation bottlenecks in underwater fish segmentation: a robust self-supervised learning approach. Signal Image Video Process. Alzayat Saleh, Marcus Sheaves, Dean R. Jerry, Mostafa Rahimi Azghadi
2025	J	`jnl`	Precision robotic spot-spraying: Reducing herbicide use and enhancing environmental outcomes in sugarcane. Comput. Electron. Agric. Mostafa Rahimi Azghadi, Alex Olsen, Jake C. Wood, Alzayat Saleh, Brendan Calvert, Terry Granshaw, Emilie Fillols, Bronson Philippa
2025	J	`jnl`	Semi-supervised weed detection for rapid deployment and enhanced efficiency. Comput. Electron. Agric. Alzayat Saleh, Alex Olsen, Jake C. Wood, Bronson Philippa, Mostafa Rahimi Azghadi
2025	C	`conf`	Spiking Auto-Encoder for Static and Spatio-Temporal Neuromorphic Pattern Reconstruction. ISCAS Ben Walters, Yeshwanth Bethi, Hamid Rahimian Kalatehbali, Saeed Afshar, Amirali Amirsoleimani, Mostafa Rahimi Azghadi
2025	J	`jnl`	Stabilizing machine learning for reproducible and explainable results: A novel validation approach to subject-specific insights. Comput. Methods Programs Biomed. Gideon Vos, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2025	J	`jnl`	Stress monitoring using low-cost electroencephalogram devices: A systematic literature review. Int. J. Medical Informatics Gideon Vos, Maryam Ebrahimpour, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2025	J	`jnl`	Sugarcane health monitoring with satellite spectroscopy and machine learning: A review. Comput. Electron. Agric. Ethan Kane Waters, Carla Chia-Ming Chen, Mostafa Rahimi Azghadi
2025	J	`jnl`	Synaptic Pruning: A Biological Inspiration for Deep Learning Regularization. CoRR Gideon Vos, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2025	J	`jnl`	Unsupervised Radar Point Cloud Enhancement via Arbitrary LiDAR Guided Diffusion Prior. CoRR Yanlong Yang, Jianan Liu, Guanxiong Luo, Hao Li, Euijoon Ahn, Mostafa Rahimi Azghadi, Tao Huang
2025	J	`jnl`	Vehicle-to-Everything Cooperative Perception for Autonomous Driving. Proc. IEEE Tao Huang, Jianan Liu, Xi Zhou, Dinh C. Nguyen, Mostafa Rahimi Azghadi, Yuxuan Xia, Qing-Long Han, Sumei Sun
2025	J	`jnl`	Weed Detection in Challenging Field Conditions: A Semi-Supervised Framework for Overcoming Shadow Bias and Data Scarcity. CoRR Alzayat Saleh, Shunsuke Hatano, Mostafa Rahimi Azghadi
2024	J	`jnl`	A Novel Hardware Solution for Efficient Approximate Fuzzy Image Edge Detection. IEEE Trans. Fuzzy Syst. Fereshteh Behbahani, Mohammad Khaleqi Qaleh Jooq, Mohammad Hossein Moaiyeri, Mostafa Rahimi Azghadi
2024	C	`conf`	Advancing Image Classification with Phase-coded Ultra-Efficient Spiking Neural Networks. ISCAS Zhengyu Cai, Hamid Rahimian Kalatehbali, Ben Walters, Mostafa Rahimi Azghadi, Roman Genov, Amirali Amirsoleimani
2024	J	`jnl`	Applications of deep learning in fish habitat monitoring: A tutorial and survey. Expert Syst. Appl. Alzayat Saleh, Marcus Sheaves, Dean R. Jerry, Mostafa Rahimi Azghadi
2024	C	`conf`	BITLITE: Light Bit-wise Operative Vector Matrix Multiplication for Low-Resolution Platforms. ISCAS Vince Tran, Demeng Chen, Roman Genov, Mostafa Rahimi Azghadi, Amirali Amirsoleimani
2024	J	`jnl`	Efficient sparse spiking auto-encoder for reconstruction, denoising and classification. Neuromorph. Comput. Eng. Ben Walters, Hamid Rahimian Kalatehbali, Zhengyu Cai, Roman Genov, Amirali Amirsoleimani, Jason Eshraghian, Mostafa Rahimi Azghadi
2024	J	`jnl`	Evolution and challenges of computer vision and deep learning technologies for analysing mixed construction and demolition waste. CoRR Adrian Langley, Matthew Lonergan, Tao Huang, Mostafa Rahimi Azghadi
2024	J	`jnl`	How to track and segment fish without human annotations: a self-supervised deep learning approach. Pattern Anal. Appl. Alzayat Saleh, Marcus Sheaves, Dean R. Jerry, Mostafa Rahimi Azghadi
2024	C	`conf`	In-Memory Transformer Self-Attention Mechanism Using Passive Memristor Crossbar. ISCAS Jack Cai, Muhammad Ahsan Kaleem, Roman Genov, Mostafa Rahimi Azghadi, Amirali Amirsoleimani
2024	J	`jnl`	Learning from the Giants: A Practical Approach to Underwater Depth and Surface Normals Estimation. CoRR Alzayat Saleh, Melanie Olsen, Bouchra Senadji, Mostafa Rahimi Azghadi
2024	J	`jnl`	Machine Learning for Asymptomatic Ratoon Stunting Disease Detection With Freely Available Satellite Based Multispectral Imaging. CoRR Ethan Kane Waters, Carla Chia-Ming Chen, Mostafa Rahimi Azghadi
2024	—	`conf`	Manhattan Rule for Robust In-Situ Training of Memristive Deep Neural Network Accelerators. MWSCAS Ellina Zhang, Jack Cai, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov, Majid Ahmadi
2024	J	`jnl`	NADOL: Neuromorphic Architecture for Spike-Driven Online Learning by Dendrites. IEEE Trans. Biomed. Circuits Syst. Shuangming Yang, Haowen Wang, Yanwei Pang, Mostafa Rahimi Azghadi, Bernabé Linares-Barranco
2024	C	`conf`	NURODE: In-Memory Crossbar Core for Hodgkin-Huxley Model ODE-Based Computations. ISCAS Andy Gong, Mostafa Rahimi Azghadi, Roman Genov, Amirali Amirsoleimani
2024	—	`conf`	POD: PCM-Based Computing Platform for Object Detection in Biomedical Imaging Application. LASCAS Demeng Chen, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov, Majid Ahmadi
2024	J	`jnl`	Precise Robotic Weed Spot-Spraying for Reduced Herbicide Usage and Improved Environmental Outcomes - A Real-World Case Study. CoRR Mostafa Rahimi Azghadi, Alex Olsen, Jake C. Wood, Alzayat Saleh, Brendan Calvert, Terry Granshaw, Emilie Fillols, Bronson Philippa
2024	C	`conf`	SAR-MemPipe: A Hybrid Pipeline-SAR Memristive ADC for Analog Resistive Arrays. ISCAS Hao You, Jianxiong Xu, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov
2024	J	`jnl`	SITU: Stochastic input encoding and weight update thresholding for efficient memristive neural network in-situ training. Neurocomputing Xuening Dong, Brian Chen, Roman Genov, Mostafa Rahimi Azghadi, Amirali Amirsoleimani
2024	—	`conf`	SOMeL: Multi-Granular Optimized Framework for Digital Neuromorphic Meta-Learning. I2MTC Shuangming Yang, Qing He, Mostafa Rahimi Azghadi
2024	J	`jnl`	Semi-Supervised Weed Detection for Rapid Deployment and Enhanced Efficiency. CoRR Alzayat Saleh, Alex Olsen, Jake C. Wood, Bronson Philippa, Mostafa Rahimi Azghadi
2024	J	`jnl`	ShadowRemovalNet: Efficient Real-Time Shadow Removal. CoRR Alzayat Saleh, Alex Olsen, Jake C. Wood, Bronson Philippa, Mostafa Rahimi Azghadi
2024	C	`conf`	Spiking Auto-Encoder Using Error Modulated Spike Timing Dependant Plasticity. ISCAS Ben Walters, Zhengyu Cai, Hamid Rahimian Kalatehbali, Amirali Amirsoleimani, Roman Genov, Jason Eshraghian, Mostafa Rahimi Azghadi
2024	J	`jnl`	Stabilizing Machine Learning for Reproducible and Explainable Results: A Novel Validation Approach to Subject-Specific Insights. CoRR Gideon Vos, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2024	J	`jnl`	Stress Monitoring Using Low-Cost Electroencephalogram Devices: A Systematic Literature Review. CoRR Gideon Vos, Maryam Ebrahimpour, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2024	J	`jnl`	Sugarcane Health Monitoring With Satellite Spectroscopy and Machine Learning: A Review. CoRR Ethan Kane Waters, Carla Chia-Ming Chen, Mostafa Rahimi Azghadi
2024	J	`jnl`	The Effect of Acute Stress on the Interpretability and Generalization of Schizophrenia Predictive Machine Learning Models. CoRR Gideon Vos, Maryam Ebrahimpour, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2024	C	`conf`	Toward Accurate Analysis of Channel Charge Injection in SAR ADCs' Capacitive DACs. ISCAS Alireza Ahrar, Jianxiong Xu, Mohammad Reza Pazhouhandeh, Antoine Frappé, Mostafa Rahimi Azghadi, Amirali Amirsoleimani
2024	J	`jnl`	Unsupervised character recognition with graphene memristive synapses. Neural Comput. Appl. Ben Walters, Corey Lammie, Shuangming Yang, Mohan V. Jacob, Mostafa Rahimi Azghadi
2024	J	`jnl`	WALLAX: A memristor-based Gaussian random number generator. Neurocomputing Xuening Dong, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov
2024	J	`jnl`	WeedCLR: Weed contrastive learning through visual representations with class-optimized loss in long-tailed datasets. Comput. Electron. Agric. Alzayat Saleh, Alex Olsen, Jake C. Wood, Bronson Philippa, Mostafa Rahimi Azghadi
2023	J	`jnl`	A Review of Graphene-Based Memristive Neuromorphic Devices and Circuits. Adv. Intell. Syst. Ben Walters, Mohan V. Jacob, Amirali Amirsoleimani, Mostafa Rahimi Azghadi
2023	J	`jnl`	Efficient Memristive Stochastic Differential Equation Solver. Adv. Intell. Syst. Xuening Dong, Louis Primeau, Roman Genov, Mostafa Rahimi Azghadi, Amirali Amirsoleimani
2023	J	`jnl`	Ensemble machine learning model trained on a new synthesized dataset generalizes well for stress prediction using wearable devices. J. Biomed. Informatics Gideon Vos, Kelly Trinh, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2023	—	`conf`	Evolutionary Optimization of Neuromorphic Architecture for Low-power Cerebellum Prosthetic Instrumentation and Device in Biomedical Systems. I2MTC Shuangming Yang, Haowen Wang, Mostafa Rahimi Azghadi
2023	J	`jnl`	Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review. Int. J. Medical Informatics Gideon Vos, Kelly Trinh, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2023	J	`jnl`	High-Performance and Energy-Efficient Leaky Integrate-and-Fire Neuron and Spike Timing-Dependent Plasticity Circuits in 7nm FinFET Technology. IEEE Access Mohammad Khaleqi Qaleh Jooq, Mostafa Rahimi Azghadi, Fereshteh Behbahani, Alaaddin Al-Shidaifat, Hanjung Song
2023	—	`conf`	MEDSA: A Memristive-passive Delta-Sigma ADC Circuit for Detecting Neural Signals. BioCAS Hao You, Jianxiong Xu, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov
2023	J	`jnl`	Prawn Morphometrics and Weight Estimation from Images using Deep Learning for Landmark Localization. CoRR Alzayat Saleh, Md. Mehedi Hasan, Herman W. Raadsma, Mehar S. Khatkar, Dean R. Jerry, Mostafa Rahimi Azghadi
2023	C	`conf`	SSCAE: A Neuromorphic SNN Autoencoder for sc-RNA-seq Dimensionality Reduction. ISCAS Tim Zhang, Amirali Amirsoleimani, Jason K. Eshraghian, Mostafa Rahimi Azghadi, Roman Genov, Yu Xia
2023	—	`conf`	STDG: Fast and Lightweight SNN Training Technique Using Spike Temporal Locality. BioCAS Zhengyu Cai, Hamid Rahimian Kalatehbali, Ben Walters, Mostafa Rahimi Azghadi, Amirali Amirsoleimani, Roman Genov
2023	J	`jnl`	Security and Privacy Problems in Voice Assistant Applications: A Survey. CoRR Jingjin Li, Chao Chen, Lei Pan, Mostafa Rahimi Azghadi, Hossein Ghodosi, Jun Zhang
2023	J	`jnl`	Security and privacy problems in voice assistant applications: A survey. Comput. Secur. Jingjin Li, Chao Chen, Mostafa Rahimi Azghadi, Hossein Ghodosi, Lei Pan, Jun Zhang
2023	J	`jnl`	Semi-supervised and weakly-supervised deep neural networks and dataset for fish detection in turbid underwater videos. Ecol. Informatics Mohammad Jahanbakht, Mostafa Rahimi Azghadi, Nathan J. Waltham
2023	J	`jnl`	Simulation of memristive crossbar arrays for seizure detection and prediction using parallel Convolutional Neural Networks. Softw. Impacts Chenqi Li, Corey Lammie, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov
2023	J	`jnl`	Spike Timing Dependent Gradient for Direct Training of Fast and Efficient Binarized Spiking Neural Networks. IEEE J. Emerg. Sel. Topics Circuits Syst. Zhengyu Cai, Hamid Rahimian Kalatehbali, Ben Walters, Mostafa Rahimi Azghadi, Amirali Amirsoleimani, Roman Genov
2023	J	`jnl`	V2X Cooperative Perception for Autonomous Driving: Recent Advances and Challenges. CoRR Tao Huang, Jianan Liu, Xi Zhou, Dinh C. Nguyen, Mostafa Rahimi Azghadi, Yuxuan Xia, Qing-Long Han, Sumei Sun
2023	J	`jnl`	WeedCLR: Weed Contrastive Learning through Visual Representations with Class-Optimized Loss in Long-Tailed Datasets. CoRR Alzayat Saleh, Alex Olsen, Jake C. Wood, Bronson Philippa, Mostafa Rahimi Azghadi
2022	J	`jnl`	A lightweight Transformer-based model for fish landmark detection. CoRR Alzayat Saleh, David Jones, Dean R. Jerry, Mostafa Rahimi Azghadi
2022	J	`jnl`	Adaptive Uncertainty Distribution in Deep Learning for Unsupervised Underwater Image Enhancement. CoRR Alzayat Saleh, Marcus Sheaves, Dean R. Jerry, Mostafa Rahimi Azghadi
2022	J	`jnl`	Applications of Deep Learning in Fish Habitat Monitoring: A Tutorial and Survey. CoRR Alzayat Saleh, Marcus Sheaves, Dean R. Jerry, Mostafa Rahimi Azghadi
2022	J	`jnl`	CerebelluMorphic: Large-Scale Neuromorphic Model and Architecture for Supervised Motor Learning. IEEE Trans. Neural Networks Learn. Syst. Shuangming Yang, Jiang Wang, Nan Zhang, Bin Deng, Yanwei Pang, Mostafa Rahimi Azghadi
2022	J	`jnl`	Computer Vision and Deep Learning for Fish Classification in Underwater Habitats: A Survey. CoRR Alzayat Saleh, Marcus Sheaves, Mostafa Rahimi Azghadi
2022	C	`conf`	Design Space Exploration of Dense and Sparse Mapping Schemes for RRAM Architectures. ISCAS Corey Lammie, Jason Kamran Eshraghian, Chenqi Li, Amirali Amirsoleimani, Roman Genov, Wei D. Lu, Mostafa Rahimi Azghadi
2022	J	`jnl`	Design Space Exploration of Dense and Sparse Mapping Schemes for RRAM Architectures. CoRR Corey Lammie, Jason Kamran Eshraghian, Chenqi Li, Amirali Amirsoleimani, Roman Genov, Wei D. Lu, Mostafa Rahimi Azghadi
2022	J	`jnl`	Distributed Deep Learning and Energy-Efficient Real-Time Image Processing at the Edge for Fish Segmentation in Underwater Videos. IEEE Access Mohammad Jahanbakht, Wei Xiang, Nathan J. Waltham, Mostafa Rahimi Azghadi
2022	J	`jnl`	Ensemble Machine Learning Model Trained on a New Synthesized Dataset Generalizes Well for Stress Prediction Using Wearable Devices. CoRR Gideon Vos, Kelly Trinh, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2022	—	`conf`	In-Memory Memristive Transformation Stage of Gaussian Random Number Generator. COINS Xuening Dong, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov
2022	J	`jnl`	Machine Learning for Stress Monitoring from Wearable Devices: A Systematic Literature Review. CoRR Gideon Vos, Kelly Trinh, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2022	J	`jnl`	MemTorch: An Open-source Simulation Framework for Memristive Deep Learning Systems. Neurocomputing Corey Lammie, Wei Xiang, Bernabé Linares-Barranco, Mostafa Rahimi Azghadi
2022	J	`jnl`	Modeling and simulating in-memory memristive deep learning systems: An overview of current efforts. Array Corey Lammie, Wei Xiang, Mostafa Rahimi Azghadi
2022	—	`conf`	Navigating Local Minima in Quantized Spiking Neural Networks. AICAS Jason Kamran Eshraghian, Corey Lammie, Mostafa Rahimi Azghadi, Wei D. Lu
2022	J	`jnl`	Navigating Local Minima in Quantized Spiking Neural Networks. CoRR Jason Kamran Eshraghian, Corey Lammie, Mostafa Rahimi Azghadi, Wei D. Lu
2022	J	`jnl`	Neuromorphic Context-Dependent Learning Framework With Fault-Tolerant Spike Routing. IEEE Trans. Neural Networks Learn. Syst. Shuangming Yang, Jiang Wang, Bin Deng, Mostafa Rahimi Azghadi, Bernabé Linares-Barranco
2022	J	`jnl`	Nitrogen prediction in the Great Barrier Reef using finite element analysis with deep neural networks. Environ. Model. Softw. Mohammad Jahanbakht, Wei Xiang, Barbara J. Robson, Mostafa Rahimi Azghadi
2022	J	`jnl`	Sea Surface Temperature Forecasting With Ensemble of Stacked Deep Neural Networks. IEEE Geosci. Remote. Sens. Lett. Mohammad Jahanbakht, Wei Xiang, Mostafa Rahimi Azghadi
2022	J	`jnl`	Sediment Prediction in the Great Barrier Reef using Vision Transformer with finite element analysis. Neural Networks Mohammad Jahanbakht, Wei Xiang, Mostafa Rahimi Azghadi
2022	J	`jnl`	Seizure Detection and Prediction by Parallel Memristive Convolutional Neural Networks. CoRR Chenqi Li, Corey Lammie, Xuening Dong, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov
2022	J	`jnl`	Seizure Detection and Prediction by Parallel Memristive Convolutional Neural Networks. IEEE Trans. Biomed. Circuits Syst. Chenqi Li, Corey Lammie, Xuening Dong, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov
2022	—	`conf`	Toward A Formalized Approach for Spike Sorting Algorithms and Hardware Evaluation. MWSCAS Tim Zhang, Corey Lammie, Mostafa Rahimi Azghadi, Amirali Amirsoleimani, Majid Ahmadi, Roman Genov
2022	J	`jnl`	Toward A Formalized Approach for Spike Sorting Algorithms and Hardware Evaluation. CoRR Tim Zhang, Corey Lammie, Mostafa Rahimi Azghadi, Amirali Amirsoleimani, Majid Ahmadi, Roman Genov
2022	J	`jnl`	Transformer-based Self-Supervised Fish Segmentation in Underwater Videos. CoRR Alzayat Saleh, Marcus Sheaves, Dean R. Jerry, Mostafa Rahimi Azghadi
2022	J	`jnl`	Unsupervised Fish Trajectory Tracking and Segmentation. CoRR Alzayat Saleh, Marcus Sheaves, Dean R. Jerry, Mostafa Rahimi Azghadi
2021	J	`jnl`	A Deep Learning Localization Method for Measuring Abdominal Muscle Dimensions in Ultrasound Images. CoRR Alzayat Saleh, Issam H. Laradji, Corey Lammie, David Vázquez, Carol A. Flavell, Mostafa Rahimi Azghadi
2021	J	`jnl`	A Deep Learning Localization Method for Measuring Abdominal Muscle Dimensions in Ultrasound Images. IEEE J. Biomed. Health Informatics Alzayat Saleh, Issam H. Laradji, Corey Lammie, David Vázquez, Carol A. Flavell, Mostafa Rahimi Azghadi
2021	J	`jnl`	Automated Machine Learning for Healthcare and Clinical Notes Analysis. Comput. Akram Mustafa, Mostafa Rahimi Azghadi
2021	J	`jnl`	Internet of Underwater Things and Big Marine Data Analytics - A Comprehensive Survey. IEEE Commun. Surv. Tutorials Mohammad Jahanbakht, Wei Xiang, Lajos Hanzo, Mostafa Rahimi Azghadi
2021	J	`jnl`	Memristive Stochastic Computing for Deep Learning Parameter Optimization. CoRR Corey Lammie, Jason Kamran Eshraghian, Wei D. Lu, Mostafa Rahimi Azghadi
2021	J	`jnl`	Memristive Stochastic Computing for Deep Learning Parameter Optimization. IEEE Trans. Circuits Syst. II Express Briefs Corey Lammie, Jason Kamran Eshraghian, Wei D. Lu, Mostafa Rahimi Azghadi
2021	C	`conf`	Towards Memristive Deep Learning Systems for Real-Time Mobile Epileptic Seizure Prediction. ISCAS Corey Lammie, Wei Xiang, Mostafa Rahimi Azghadi
2021	J	`jnl`	Towards Memristive Deep Learning Systems for Real-time Mobile Epileptic Seizure Prediction. CoRR Corey Lammie, Wei Xiang, Mostafa Rahimi Azghadi
2020	J	`jnl`	Affinity LCFCN: Learning to Segment Fish with Weak Supervision. CoRR Issam H. Laradji, Alzayat Saleh, Pau Rodríguez, Derek Nowrouzezahrai, Mostafa Rahimi Azghadi, David Vázquez
2020	C	`conf`	Biologically Plausible Contrast Detection using a Memristor Array. ISCAS Jason Eshraghian, Corey Lammie, Mostafa Rahimi Azghadi
2020	C	`conf`	CORDIC-SNN: On-FPGA STDP Learning with Izhikevich Neurons. ISCAS Moslem Heidarpur, Arash Ahmadi, Majid Ahmadi, Mostafa Rahimi Azghadi
2020	J	`jnl`	Complementary Metal-Oxide Semiconductor and Memristive Hardware for Neuromorphic Computing. Adv. Intell. Syst. 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
2020	J	`jnl`	Complementary Metal-Oxide Semiconductor and Memristive Hardware for Neuromorphic Computing. Adv. Intell. Syst. 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
2020	J	`jnl`	Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications. CoRR Mostafa Rahimi Azghadi, Corey Lammie, Jason Kamran Eshraghian, Melika Payvand, Elisa Donati, Bernabé Linares-Barranco, Giacomo Indiveri
2020	J	`jnl`	Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications. IEEE Trans. Biomed. Circuits Syst. Mostafa Rahimi Azghadi, Corey Lammie, Jason Kamran Eshraghian, Melika Payvand, Elisa Donati, Bernabé Linares-Barranco, Giacomo Indiveri
2020	J	`jnl`	Internet of Underwater Things and Big Marine Data Analytics - A Comprehensive Survey. CoRR Mohammad Jahanbakht, Wei Xiang, Lajos Hanzo, Mostafa Rahimi Azghadi
2020	C	`conf`	Live Demonstration: Low-Power and High-Speed Deep FPGA Inference Engines for Weed Classification at the Edge. ISCAS Corey Lammie, Mostafa Rahimi Azghadi
2020	J	`jnl`	Low-Energy and Fast Spiking Neural Network For Context-Dependent Learning on FPGA. IEEE Trans. Circuits Syst. Hajar Asgari, Babak Mazloom-Nezhad Maybodi, Melika Payvand, Mostafa Rahimi Azghadi
2020	C	`conf`	MemTorch: A Simulation Framework for Deep Memristive Cross-Bar Architectures. ISCAS Corey Lammie, Mostafa Rahimi Azghadi
2020	J	`jnl`	MemTorch: An Open-source Simulation Framework for Memristive Deep Learning Systems. CoRR Corey Lammie, Wei Xiang, Bernabé Linares-Barranco, Mostafa Rahimi Azghadi
2020	J	`jnl`	New analogue stop-learning control module using astrocyte for neuromorphic learning. IET Circuits Devices Syst. Milad Almasi, Gholamreza Karimi, Mahnaz Ranjbar, Mostafa Rahimi Azghadi
2020	J	`jnl`	Training Progressively Binarizing Deep Networks Using FPGAs. CoRR Corey Lammie, Wei Xiang, Mostafa Rahimi Azghadi
2020	C	`conf`	Training Progressively Binarizing Deep Networks using FPGAs. ISCAS Corey Lammie, Wei Xiang, Mostafa Rahimi Azghadi
2019	—	`conf`	Accelerating Deterministic and Stochastic Binarized Neural Networks on FPGAs Using OpenCL. MWSCAS Corey Lammie, Wei Xiang, Mostafa Rahimi Azghadi
2019	J	`jnl`	Accelerating Deterministic and Stochastic Binarized Neural Networks on FPGAs Using OpenCL. CoRR Corey Lammie, Wei Xiang, Mostafa Rahimi Azghadi
2019	J	`jnl`	CORDIC-SNN: On-FPGA STDP Learning With Izhikevich Neurons. IEEE Trans. Circuits Syst. I Regul. Pap. Moslem Heidarpur, Arash Ahmadi, Majid Ahmadi, Mostafa Rahimi Azghadi
2019	J	`jnl`	Design and analysis of efficient QCA reversible adders. J. Supercomput. Sara Hashemi, Mostafa Rahimi Azghadi, Keivan Navi
2019	J	`jnl`	Efficient FPGA Implementations of Pair and Triplet-Based STDP for Neuromorphic Architectures. IEEE Trans. Circuits Syst. I Regul. Pap. Corey Lammie, Tara Julia Hamilton, André van Schaik, Mostafa Rahimi Azghadi
2019	J	`jnl`	Low-Power and High-Speed Deep FPGA Inference Engines for Weed Classification at the Edge. IEEE Access Corey Lammie, Alex Olsen, Tony Carrick, Mostafa Rahimi Azghadi
2019	C	`conf`	Stochastic Computing for Low-Power and High-Speed Deep Learning on FPGA. ISCAS Corey Lammie, Mostafa Rahimi Azghadi
2019	—	`conf`	Variation-aware Binarized Memristive Networks. ICECS Corey Lammie, Olga Krestinskaya, Alex James, Mostafa Rahimi Azghadi
2019	J	`jnl`	Variation-aware Binarized Memristive Networks. CoRR Corey Lammie, Olga Krestinskaya, Alex James, Mostafa Rahimi Azghadi
2018	J	`jnl`	DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning. CoRR Alex Olsen, Dmitry A. Konovalov, Bronson Philippa, Peter Ridd, Jake C. Wood, Jamie Johns, Wesley Banks, Benjamin Girgenti, Owen Kenny, James Whinney, Brendan Calvert, Mostafa Rahimi Azghadi, Ronald D. White
2018	C	`conf`	Live Demonstration: Unsupervised Character Recognition with a FPGA Neuromorphic System. ISCAS Corey Lammie, Tara Julia Hamilton, Mostafa Rahimi Azghadi
2018	C	`conf`	Unsupervised Character Recognition with a Simplified FPGA Neuromorphic System. ISCAS Corey Lammie, Tara Julia Hamilton, Mostafa Rahimi Azghadi
2017	J	`jnl`	A Hybrid CMOS-Memristor Neuromorphic Synapse. IEEE Trans. Biomed. Circuits Syst. Mostafa Rahimi Azghadi, Bernabé Linares-Barranco, Derek Abbott, Philip Heng Wai Leong
2017	J	`jnl`	An enhanced MOSFET threshold voltage model for the 6-300 K temperature range. Microelectron. Reliab. Cong Nguyen Dao, Abdallah El Kass, Mostafa Rahimi Azghadi, Craig T. Jin, Jonathan Scott, Philip Heng Wai Leong
2015	J	`jnl`	Programmable Spike-Timing-Dependent Plasticity Learning Circuits in Neuromorphic VLSI Architectures. ACM J. Emerg. Technol. Comput. Syst. Mostafa Rahimi Azghadi, Saber Moradi, Daniel Bernhard Fasnacht, Mehmet Sirin Ozdas, Giacomo Indiveri
2015	J	`jnl`	Restoring and non-restoring array divider designs in Quantum-dot Cellular Automata. Inf. Sci. Samira Sayedsalehi, Mostafa Rahimi Azghadi, Shaahin Angizi, Keivan Navi
2014	J	`jnl`	Spike-Based Synaptic Plasticity in Silicon: Design, Implementation, Application, and Challenges. Proc. IEEE Mostafa Rahimi Azghadi, Nicolangelo Iannella, Said F. Al-Sarawi, Giacomo Indiveri, Derek Abbott
2013	J	`jnl`	A Neuromorphic VLSI Design for Spike Timing and Rate Based Synaptic Plasticity CoRR Mostafa Rahimi Azghadi, Said F. Al-Sarawi, Derek Abbott, Nicolangelo Iannella
2013	J	`jnl`	A neuromorphic VLSI design for spike timing and rate based synaptic plasticity. Neural Networks Mostafa Rahimi Azghadi, Said F. Al-Sarawi, Derek Abbott, Nicolangelo Iannella
2013	C	`conf`	A new compact analog VLSI model for Spike Timing Dependent Plasticity. VLSI-SoC Mostafa Rahimi Azghadi, Said F. Al-Sarawi, Nicolangelo Iannella, Derek Abbott
2013	—	`conf`	Pairing frequency experiments in visual cortex reproduced in a neuromorphic STDP circuit. ICECS Mostafa Rahimi Azghadi, Said F. Al-Sarawi, Derek Abbott, Nicolangelo Iannella
2013	—	`conf`	Programmable neuromorphic circuits for spike-based neural dynamics. NEWCAS Mostafa Rahimi Azghadi, Saber Moradi, Giacomo Indiveri
2012	J	`jnl`	A Novel Design for Quantum-dot Cellular Automata Cells and Full Adders CoRR Mostafa Rahimi Azghadi, Omid Kavehei, Keivan Navi
2012	J	`jnl`	Design and Implementation of BCM Rule Based on Spike-Timing Dependent Plasticity CoRR Mostafa Rahimi Azghadi, Said F. Al-Sarawi, Nicolangelo Iannella, Derek Abbott
2012	B	`conf`	Design and implementation of BCM rule based on spike-timing dependent plasticity. IJCNN Mostafa Rahimi Azghadi, Said F. Al-Sarawi, Nicolangelo Iannella, Derek Abbott
2012	J	`jnl`	Efficient Design of Triplet Based Spike-Timing Dependent Plasticity CoRR Mostafa Rahimi Azghadi, Said F. Al-Sarawi, Nicolangelo Iannella, Derek Abbott
2012	B	`conf`	Efficient design of triplet based Spike-Timing Dependent Plasticity. IJCNN Mostafa Rahimi Azghadi, Said F. Al-Sarawi, Nicolangelo Iannella, Derek Abbott
2010	J	`jnl`	A new quantum-dot cellular automata full-adder. Microelectron. J. Keivan Navi, Razieh Farazkish, Samira Sayedsalehi, Mostafa Rahimi Azghadi
2009	J	`jnl`	A novel low-power full-adder cell with new technique in designing logical gates based on static CMOS inverter. Microelectron. J. Keivan Navi, Vahid Foroutan, Mostafa Rahimi Azghadi, Mehrdad Maeen, Maryam Ebrahimpour, M. Kaveh, Omid Kavehei
2008	C	`conf`	A hybrid multiprocessor task scheduling method based on immune genetic algorithm. QSHINE Mostafa Rahimi Azghadi, Mohammad Reza Bonyadi, Sara Hashemi, Mohsen Ebrahimi Moghaddam
2008	—	`conf`	Design of Robust and High-Performance 1-Bit CMOS Full Adder for Nanometer Design. ISVLSI Omid Kavehei, Mostafa Rahimi Azghadi, Keivan Navi, Amir-Pasha Mirbaha
2008	—	`conf`	Performance evaluation of In-Circuit Testing on QCA based circuits. EWDTS Nasim Kazemifard, Maryam Ebrahimpour, Mostafa Rahimi Azghadi, Mohammad A. Tehrani, Keivan Navi
2007	Misc	`conf`	Gender Classification Based on FeedForward Backpropagation Neural Network. AIAI Mostafa Rahimi Azghadi, Mohammad Reza Bonyadi, Hamed Shah-Hosseini
2007	Misc	`conf`	Solving Traveling Salesman Problem Using Combinational Evolutionary Algorithm. AIAI Mohammad Reza Bonyadi, Mostafa Rahimi Azghadi, Hamed Shah-Hosseini