Shaista Hussain

23 papers B 2C 4Journal 12Unranked 5

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Feature-Driven Density Prediction of Maraging Steel Additively Manufactured Samples Using Pyrometer Sensor and Supervised Machine Learning. IEEE Access Rajesh Kumar Balaraman, Shaista Hussain, John Kgee Ong, Qing Yang Tan, Nagarajan Raghavan
2024	—	`conf`	SegMAE-Net: A Hybrid Method Using Masked Autoencoders for Consistent 3D Medical Image Segmentation. CAI Zheng Kai Liaw, Ankit Das, Shaista Hussain, Feng Yang, Yong Liu, Rick Siow Mong Goh
2022	J	`jnl`	Remaining Useful Life Prediction of Lithium-Ion Batteries Using Neural Networks with Adaptive Bayesian Learning. Sensors Karkulali Pugalenthi, Hyunseok Park, Shaista Hussain, Nagarajan Raghavan
2021	J	`jnl`	Hybrid Particle Filter Trained Neural Network for Prognosis of Lithium-Ion Batteries. IEEE Access Karkulali Pugalenthi, Hyunseok Park, Shaista Hussain, Nagarajan Raghavan
2021	J	`jnl`	Predicting Lumen Degradation of Light Emitting Diodes Using Hybrid Particle Filter Trained Neural Networks. IEEE Access Karkulali Pugalenthi, Hyunseok Park, Shaista Hussain, Nagarajan Raghavan
2020	J	`jnl`	Data Driven Prognosis of Fracture Dynamics Using Tensor Train and Gaussian Process Regression. IEEE Access Pham Luu Trung Duong, Shaista Hussain, Mark Hyunpong Jhon, Nagarajan Raghavan
2020	J	`jnl`	High-content image generation for drug discovery using generative adversarial networks. Neural Networks Shaista Hussain, Ayesha Anees, Ankit Das, Binh P. Nguyen, Mardiana Marzuki, Shuping Lin, Graham Wright, Amit Singhal
2019	C	`conf`	DeLHCA: Deep transfer learning for high-content analysis of the effects of drugs on immune cells. TENCON Shaista Hussain, Ankit Das, Binh P. Nguyen, Mardiana Marzuki, Shuping Lin, Arun Kumar, Graham Wright, Amit Singhal
2019	C	`conf`	Deep Recurrent Architecture with Attention for Remaining Useful Life Estimation. TENCON Ankit Das, Shaista Hussain, Feng Yang, Mohamed Salahuddin Habibullah, Arun Kumar
2016	—	`conf`	An Investigation of Power-Performance Aware Accelerator/Core Allocation Challenges in Dark Silicon Heterogeneous Systems. iNIS Pranshu Kalra, Shaista Hussain, Nitin Chaturvedi
2016	J	`jnl`	Learning Spike Time Codes Through Morphological Learning With Binary Synapses. IEEE Trans. Neural Networks Learn. Syst. Subhrajit Roy, Phyo Phyo San, Shaista Hussain, Wang Wei Lee, Arindam Basu
2016	C	`conf`	Morphological learning in multicompartment neuron model with binary synapses. ISCAS Shaista Hussain, Arindam Basu
2015	J	`jnl`	Hardware-Amenable Structural Learning for Spike-Based Pattern Classification Using a Simple Model of Active Dendrites. Neural Comput. Shaista Hussain, Shih-Chii Liu, Arindam Basu
2015	J	`jnl`	Learning Spike time codes through Morphological Learning with Binary Synapses. CoRR Subhrajit Roy, Phyo Phyo San, Shaista Hussain, Wang Wei Lee, Arindam Basu
2014	J	`jnl`	Delay learning architectures for memory and classification. Neurocomputing Shaista Hussain, Arindam Basu, Runchun Mark Wang, Tara Julia Hamilton
2014	J	`jnl`	Hardware-Amenable Structural Learning for Spike-based Pattern Classification using a Simple Model of Active Dendrites. CoRR Shaista Hussain, Shih-Chii Liu, Arindam Basu
2014	C	`conf`	Improved margin multi-class classification using dendritic neurons with morphological learning. ISCAS Shaista Hussain, Shih-Chii Liu, Arindam Basu
2014	B	`conf`	Spike-timing dependent morphological learning for a neuron with nonlinear active dendrites. IJCNN Phyo Phyo San, Shaista Hussain, Arindam Basu
2013	—	`conf`	Computation using mismatch: Neuromorphic extreme learning machines. BioCAS Enyi Yao, Shaista Hussain, Arindam Basu, Guang-Bin Huang
2013	J	`jnl`	Delay Learning Architectures for Memory and Classification. CoRR Shaista Hussain, Arindam Basu, Runchun Wang, Tara Julia Hamilton
2013	—	`conf`	Hardware efficient, neuromorphic dendritically enhanced readout for liquid state machines. BioCAS Subhrajit Roy, Arindam Basu, Shaista Hussain
2013	B	`conf`	Morphological learning: Increased memory capacity of neuromorphic systems with binary synapses exploiting AER based reconfiguration. IJCNN Shaista Hussain, Roshan Gopalakrishnan, Arindam Basu, Shih-Chii Liu
2012	—	`conf`	DELTRON: Neuromorphic architectures for delay based learning. APCCAS Shaista Hussain, Arindam Basu, Runchun Mark Wang, Tara Julia Hamilton