We invest in a culture of learning, teaching, and dialogue
Work with the best team for a great experience!
We bring our all, own our mistakes, and build for the future
We are always looking for motivated, curious, open-minded, people who can expand and improve our team.
Contact Person | |
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Cuffless Continuous Blood Pressure Monitoring Based on Physiological Signals: PPG and ECG | Yiting Wei |
Denoising and Feature Extraction of Physiological Signals Using Time-Frequency Analysis Methods | Yiting Wei |
Prediction of Gestational Diabetes Trends Based on Machine Learning Methods | Yiting Wei |
Development of a Non-invasive Blood Glucose Monitoring Algorithm Using Smartphones | Yiting Wei |
Non-invasive blood glucose estimation using wearables (e.g., based on PPG-ECG signals) and machine learning | Yiting Wei |
Cross-Modal Alignment and Reasoning in Healthcare Multimodal Large Language Models: From Data Fusion to Explainable Clinical Predictions | Yiting Wei |
Personalized Mental Health Intervention via Generative Conversational AI: Multi-Modal Context Understanding and Emotion-Aware Dialogue Generation | Yiting Wei |
Reinforcement Learning for Personalized Diabetes Management: Optimizing Treatment Policies with Continuous Glucose Monitoring Data | Yiting Wei |
Integrating Causal Graph Learning and Explainable Transformers for Predictive and Preventive Care in Diabetes | Yiting Wei |
A Learning-based Distributed Routing Methodology for Constraint-driven Placement | Luke Vassallo |
Designing Many-core Processors with Compute-in-Memory Capable SRAM Macros | Luke Vassallo |
Design of Spintronic-based approximate circuits | Gulafshan Mau |
Dynamic thread scheduling in GPGPUs using machine learning | Pouria Hasani |
Automated hardware design using machine learning | Pouria Hasani |
Exploring Approximate Computing Techniques in Fused Layers for Simultaneous Reduction of Memory and Computational Load | Pouria Hasani |
Advancing Compiler Development for Mitigating Read-After-Write Hazards through Approximation Strategies | Pouria Hasani |
Feature smoothing technique based on machine learning combined with time-frequency analysis | Yiting Wei |
Signal processing using in-memory computing hardware | Nima Taherinejad |
Training and re-training approximate neural networks | Nima Taherinejad |
General-purpose approximate computing with GPU and CPU | Nima Taherinejad |
Design of Approximate Systolic-Array-based Matrix Multipliers for Use in Tensor Processing Units (TPU) | Nima Amirafshar |
Design of Approximate FPGA-Based Multipliers. | Nima Amirafshar |
Design of Approximate Floating-Point Multipliers | Nima Amirafshar |
Graph-based network analysis of emotion-related physiological signals | Mostafa Haghi |
Noninvasive Infrared-based molecular biomarker detection for cardiovascular diseases | Mostafa Haghi |
Wearable flexible body matched electromagnetic sensors for personalized non-invasive glucose monitoring | Mostafa Haghi |
Measuring blood pressure using ballistocardiography during sleep | Mostafa Haghi |
Quantification of health status of chronic obstructive pulmonary disease (COPD) patients using wearable devices | Mostafa Haghi |
Advancements in Sleep Position Detection: Bridging the Gap for Hypoglossal Stimulation | Marvin Stoffers |
Deep Reinforcement Learning for VLSI Physical Design | Luke Vassallo |
Analysis of Data-centric Computer Organisation and Architecture | Luke Vassallo |
Respiratory anomaly detection using wearables (e.g., based on PPG-ECG signals) and machine learning | Soheil Khooyooz |
Energy-efficient low-cost wearable health monitoring SmartWatch fabrication | Soheil Khooyooz |
WinkStride: Motion Context and Gait Analysis through Step Counting for Enhanced Physiological Monitoring | Soheil Khooyooz |
Classification of baby crying sounds to assist parents in timely consolation. | Soheil Khooyooz |
WinkMultiPPG: Investigating the Impact of Multi-Site, Multi-Channel PPG Data Acquisition on Wrist-band Heart Rate Estimation Accuracy | Soheil Khooyooz |
WinkSense: Design and Development of Electrodermal Activity (EDA) Sensing Module for Emotion and Stress Detection | Soheil Khooyooz |
WinkPulse: Design and Development of Electrocardiogram (ECG) Acquisition Dual-Wristbands for Non-Invasive Blood Pressure Estimation | Soheil Khooyooz |
WinkControl: Optimizing Hardware-Software Interaction for Power Efficiency and Performance Enhancement in Embedded and Mobile Systems (Java and C++ based Project) | Soheil Khooyooz |