Kamilya Smagulova
- publications
- 32
- citations
- 1,405
- h-index
- 10
Publications32
- 5532019
A survey on LSTM memristive neural network architectures and applications
Article · The European Physical Journal Special Topics
- 5272024
Hardware implementation of memristor-based artificial neural networks
Review · Nature Communications · PDF
- 852018
A memristor-based long short term memory circuit
Article · Analog Integrated Circuits and Signal Processing
- 532019
Overview of Long Short-Term Memory Neural Networks
Book chapter · Modeling and optimization in science and technologies
- 352018
Memristive LSTM network hardware architecture for time-series predictive modeling problems
Talk · IEEE Asia Pacific Conference on Circuits and Systems
- 322023
Resistive Neural Hardware Accelerators
Article · Proceedings of the IEEE · PDF
- 212018
Design of CMOS-memristor Circuits for LSTM architecture
Talk · IEEE International Conference on Electron Devices and Solid-State Circuits · PDF
- 192025
A recurrent YOLOv8-based framework for event-based object detection
Article · Frontiers in Neuroscience · PDF
- 142019
Who is the Winner? Memristive-CMOS Hybrid Modules: CNN-LSTM Versus HTM
Article · IEEE Transactions on Biomedical Circuits and Systems
- 142018
Wafer Quality Inspection using Memristive LSTM, ANN, DNN and HTM
Talk · IEEE Electrical Design of Advanced Packaging and Systems Symposium · PDF
- 72025
Efficient and real-time perception: a survey on end-to-end event-based object detection in autonomous driving
Review · Frontiers in Robotics and AI · PDF
- 72024
End-to-End Edge Neuromorphic Object Detection System
Talk · IEEE International Conference on Artificial Intelligence Circuits and Systems
- 72024
Robustness and Transferability of Adversarial Attacks on Different Image Classification Neural Networks
Article · Electronics · PDF
- 72024
Thermal Heating in ReRAM Crossbar Arrays: Challenges and Solutions
Article · IEEE Open Journal of Circuits and Systems · PDF
- 62021
Generalised Analog LSTMs Recurrent Modules for Neural Computing
Article · Frontiers in Computational Neuroscience · Open access
- 62018
Memristive LSTM network hardware architecture for time-series predictive modeling problem
Preprint · arXiv · PDF
- 42025
Chimera: a block-based neural architecture search framework for event-based object detection
Article · Frontiers in Artificial Intelligence · PDF
- 32016
CMOS-Memristor Hybrid Integrated Pixel Sensors
Talk · IEEE International Symposium on Nanoelectronic and Information Systems
- 22018
Low Power Near-sensor Coarse to Fine XOR based Memristive Edge Detection
Talk · International SoC Design Conference · Open access
- 12024
DONNA: Distributed Optimized Neural Network Allocation on CIM-Based Heterogeneous Accelerators
Talk · IEEE International Conference on Edge Computing and Communications
- 12024
Event-Based Object Detection with YOLOv5 with Attention
Talk · International Conference on Machine Intelligence and Smart Innovation
- 12016
CMOS-memristor dendrite threshold circuits
Talk · IEEE Asia Pacific Conference on Circuits and Systems · Open access
- —2026
From Algorithms to Bitstreams: A Survey of FPGA-Based Acceleration for Transformer Inference
Preprint · Preprints.org · Open access
- —2025
Adversarial Robustness and Transferability on Stochastic Resistive Accelerators
Talk · International Conference on Machine Intelligence and Smart Innovation