TECHNION - ISRAEL INSTITUTE OF TECHNOLOGY

Forschungsprojekte

• Algorithmic Bias Control in Deep learning "Deep Learning (DL) has reached unparalleled performance in many domains. However, this impressive performanc…
• Modern Challenges in Learning Theory Recent years have witnessed tremendous progress in the field of Machine Learning (ML). Learning algorithms ar…
• Highly Energy-Efficient Resistive Switching in Defect- and Strain- Engineered Mott Insulators for Neuromorphic Computing Applications The pressing need for beyond-von-Neumann computing paradigms has triggered intensive efforts into understandi…
• Deep Bayesian Reinforcement Learning -- Unifying Perception, Planning, and Control For robots to assist humanity in homes, or hospitals, the capability to manipulate diverse objects is imperat…
• On the Hybrid Nature of ABPMS Process Frames and its Implications on Automated Process Discovery A core component of any AI-Augmented Business Process Management System (ABPMS) is the process frame, which g…
• Computational imaging through scattering materials using speckle correlation When viewed under coherent imaging conditions (e.g. laser illumination), scattering materials such as biologi…
• Fluidic Shaping of Optical Components on Earth and in Space We propose to develop and demonstrate a new concept that leverages the fundamental physics of interfacial phe…
• Coding for DNA Storage DNA-based storage has attracted significant attention due to recent demonstrations of the viability of storin…
• Processing-in-memory architectures and programming libraries for bioinformatics algorithms Low cost, high throughput DNA and RNA sequencing (HTS) data is now the main workforce for various genomics an…
• Non-Hermitian elastodynamics The properties of artificial materials can be tailored to exhibit extraordinary properties by cleverly engine…
• Better Bioprinting by Light-sheet Lithography Bioprinting is considered the most promising method to produce functional engineered tissues with physiologic…
• Green Additive Manufacturing through Innovative Beam Shaping and Process Monitoring The overall aim of the InShaPe project is to develop and demonstrate in four different industrial use cases (…