Curriculum: M.Sc. in Electrical Engineering – Bioengineering Specialization 2026-2027
| S | No. | Course Name | Lecturer | L | E | Lb | H | A | C |
|---|---|---|---|---|---|---|---|---|---|
| Compulsory Courses | |||||||||
| 2 | 83414* | Biological Data Science | Dr. Levy Or | 3 | 1 | 4 | 2 | 4 | |
| Yearly | 83810 | M.Sc. Departmental Colloquium (register only in the year in which the assignment is completed) | Prof. Popovtzer Rachela | 1 | 1 | 1 | 2 | ||
| Yearly | 833002 | Masters Thesis | Advisor | 8 | 0 | ||||
| Yearly | 83801 | Project | Advisor | 4 | 4 | 8 | |||
| 2 | 83977 | Seminar in Bio-Engineering | Prof. Popovtzer Rachela | 2 | 2 | 1 | 2 | ||
| 2 | 83978 | Physical Biology of Macro-Molecules and Cells | Prof. Kalisky Tomer | 2 | 1 | 3 | 1.5 | 3 | |
| Required Mathematics Courses — one course from the list below is required | |||||||||
| 1 | 83563* | Introduction to Artificial Intelligence | Dr. Atzmon Dor | 2 | 1 | 3 | 1.5 | 3 | |
| 1,2 | 83622* | Introduction to Machine Learning (mandatory in the non-thesis track only) | Prof. Goldberger Jacob, Slavin Alba | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83676* | Data Mining | Dr. Gavrielov Somin Shahar | 2 | 1 | 3 | 1.5 | 3 | |
| 1/2 | 83707* | Introduction to Deep Learning | Prof. Goldberger Jacob, Dr. Tirer Tom | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83803 | Functional Analysis | Prof. Lerner Andrei | 3 | 1 | 4 | 2 | 4 | |
| 1 | 83804 | Advanced Algebra | Dr. Bitan Rony | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83841 | Statistical Machine Learning (not offered in 2026-27) | Prof. Goldberger Jacob | 2 | 2 | 1 | 2 | ||
| 1 | 83879 | Optimization | Dr. Tirer Tom | 3 | 1.5 | 3 | |||
| 2 | 83979 | Statistics and Data Analysis (not offered in 2026-27) | 2 | 1 | 3 | 1.5 | 3 | ||
| Elective Courses | |||||||||
| 2 | 83412* | Genetics and Molecular Biology | Prof. Kalisky Tomer | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83414* | Biological Data Science | Dr. Levy Or | 3 | 1 | 4 | 2 | 4 | |
| 2 | 83420* | Statistical Analysis of Data | Dr. Bustin Ronit | 3 | 1 | 4 | 2 | 4 | |
| 2 | 83572* | Speech Signal Processing: from Modelling to Deep Learning | Prof. Gannot Sharon | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83609* | Graphene Based Technologies and Two Dimensional Semiconductors | Prof. Naveh Doron | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83611* | Analog Integrated Circuits | Prof. Shor Joseph | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83612* | Digital VLSI Circuits and Systems (EN) | Prof. Teman Adam | 3 | 1 | 4 | 2 | 4 | |
| 2 | 83615* | Advanced Nano-Electronic Devices (not offered in 2026-27) | Prof. Naveh Doron | 3 | 3 | 1.5 | 3 | ||
| 1 | 83620* | Information Theory | Prof. Somekh-Baruch Anelia | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83623* | Mathematical Modelling and Analysis of Networks (not offered in 2026-27) | Prof. Leshem Amir | 2 | 2 | 1 | 2 | ||
| 1 | 83624* | Digital Signal Processing II | Prof. Gannot Sharon | 3 | 1 | 4 | 2 | 4 | |
| 2 | 83629* | Digital Image Processing | Dr. Apartsin Alexander | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83633* | Digital Geometry Processing II | Prof. Weber Ofir | 2 | 1 | 1 | 4 | 1.75 | 3.5 |
| 1 | 83635* | Reinforcement Learning | Dr. Fetaya Ethan | 2 | 2 | 1 | 2 | ||
| 1 | 83643* | Machine Learning Theory | Prof. Sheffet Or | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83647* | Super Resolution and Imaging Systems | Prof. Zalevsky Zeev | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83649* | Opto-Electronic Devices and Systems | Dr. Duadi Hamootal | 3 | 1 | 4 | 2 | 4 | |
| 2 | 83652* | Graph Theory and its Applications (not offered in 2026-27) | Prof. Wimer Shmuel | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83654* | Computer Graphics (not offered in 2026-27) | Prof. Weber Ofir | 2 | 1 | 1 | 3 | 1.75 | 3.5 |
| 2 | 83660* | Bio-Sensors and Bio-Chips | Prof. Popovtzer Rachela | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83665* | Computational Biology (not offered in 2026-27) | Prof. Kalisky Tomer | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83667* | Fundamentals of Biomedical Optics | Prof. Danielli Amos | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83668* | Medical Imaging | Prof. Danielli Amos | 3 | 1 | 4 | 2 | 4 | |
| 2 | 83670* | Biological Computation | Prof. Kugler Hillel | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83672* | In Vitro Diagnostics Principles and Technologies | Prof. Danielli Amos | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83674* | Quantum Machine Learning | Ms. Antin Noga | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83675* | Neuro-genomics | Dr. Alon Shahar | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83676* | Data Mining | Dr. Gavrielov Somin Shahar | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83677* | Advanced Programming | Dr. Khalastchi Eliahu | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83678* | Nano-Optics and Light-Matter Interactions | Dr. Desiatov Boris | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83679* | Human Brain Imaging | Dr. Erez Yaara | 3 | 1 | 4 | 2 | 4 | |
| 1 | 83691* | Formal Verification and Synthesis | Prof. Kugler Hillel | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83692* | Social Networks (not offered in 2026-27) | Prof. Lotker Zvi | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83695* | Neural Networks | Dr. Erez Yaara, Dr. Lindenbaum Ofir | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83696* | Introduction to Neurophotonics | Dr. Ozana Nisan | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83700* | Statistical Principles of Data Analysis and Inference | Prof. Noam Yair | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83705 | Introduction to Quantum Information and Computation (not offered in 2026-27) | Prof. Cohen Eliahu | 3 | 1 | 4 | 2 | 4 | |
| 1/2 | 83707* | Introduction to Deep Learning | Prof. Goldberger Jacob, Dr. Tirer Tom | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83708* | Process Mining | Prof. Cohen Izack | 2 | 1 | 3 | 1.5 | 3 | |
| 1/2 | 83802 | Guided Reading (thesis track only) | Advisor | 2 | 2 | 1 | 2 | ||
| 2 | 83803 | Functional Analysis | Prof. Lerner Andrei | 3 | 1 | 4 | 2 | 4 | |
| 1 | 83804 | Advanced Algebra | Dr. Bitan Rony | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83806 | Random Processes | Prof. Somekh-Baruch Anelia | 3 | 3 | 1.5 | 3 | ||
| 2 | 83812 | Writing and Academic Research Skills for Engineering Students (thesis track only) | Dr. Erez Yaara | 2 | 2 | 1 | 2 | ||
| 1 | 83824 | Advanced Topics in Information Theory (not offered in 2026-27) | |||||||
| 1 | 83834 | Machine Learning from Multi-Modal Data | Dr. Lindenbaum Ofir | 2 | 2 | 1 | 2 | ||
| 2 | 83841 | Statistical Machine Learning (not offered in 2026-27) | Prof. Goldberger Jacob | 2 | 2 | 1 | 2 | ||
| 2 | 83843 | Deep Generative Models | Dr. Fetaya Ethan | 2 | 2 | 1 | 2 | ||
| 2 | 83876 | Decision Support Systems in Medical Imaging (not offered in 2026-27) | Dr. Ben-Ari Rami | 2 | 2 | 1 | 2 | ||
| 2 | 83885 | Advanced Topics in Data Analysis | Prof. Keller Yosef | 2 | 2 | 1 | 2 | ||
| 2 | 83887 | Spatial Signal Processing (not offered in 2026-27) | Prof. Gannot Sharon | 2 | 2 | 1 | 2 | ||
| 2 | 83901 | Introduction to Data Science with Python | Dr. Simanovsky Alexandra | 2 | 1 | 1 | 4 | 2 | 4 |
| 1 | 83905 | Seminar in Advanced Topics in Machine Learning and Data Processing | Prof. Keller Yosef | 2 | 2 | 1 | 2 | ||
| 2 | 83907 | Advanced Topics in Deep Learning | Prof. Goldberger Jacob | 2 | 2 | 1 | 2 | ||
| Yearly | 83910 | Advanced Optics Seminar | Dr. Desiatov Boris | 1 | 1 | 1 | 2 | ||
| 2 | 83911 | Optical Image Processing | Prof. Zalevsky Zeev | 3 | 3 | 1.5 | 3 | ||
| 2 | 83918 | Principles and Applications of Fluorescence (not offered in 2026-27) | 2 | 2 | 1 | 2 | |||
| 1 | 83922 | Nano-Optics and Light-Matter Interactions | Dr. Lewi Tomer | 2 | 1 | 1 | 2 | ||
| 1 | 83923 | Wave Propagation in Tissues (not offered in 2026-27) | 2 | 2 | 1 | 2 | |||
| 2 | 83924 | Electronic Structure of Materials and Molecules | Dr. Goldzak Tamar | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83957 | Advanced Nanoelectronic Devices and their Integration in ICs (not offered in 2026-27) | Prof. Naveh Doron | 2 | 2 | 1 | 2 | ||
| 2 | 83969 | Advanced Topics in Regeneration and Tissue Engineering (not offered in 2026-27) | Prof. Shefi Orit | 2 | 2 | 1 | 2 | ||
| 1 | 83971 | Biological Systems Engineering (not offered in 2026-27) | Prof. Shefi Orit | 2 | 2 | 1 | 2 | ||
| 1 | 83972 | Nano-Medicine | Prof. Popovtzer Rachela | 2 | 2 | 1 | 2 | ||
| 2 | 83979 | Statistics and Data Analysis (not offered in 2026-27) | 2 | 1 | 3 | 1.5 | 3 | ||
| 2 | 83982 | Time Series and Forecasting (not offered in 2026-27) | Prof. Singer Gonen | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83984 | Seminar in Approximation Algorithms for Dynamic Optimization | Dr. Halman Nir | 2 | 2 | 1 | 2 | ||
| The Faculty reserves the right to modify and update the curriculum accordingly. | |||||||||
| Some elective courses are given once every two years. Please verify in the annual catalogue. | |||||||||
| Registration for a course requires meeting its prerequisites. | |||||||||
| Course registration requires the advisor's approval only! | |||||||||
