Our fundamental research explores new frontiers in non-conventional analog computing and sensing techniques using silicon, quantum and biological circuits. We apply these fundamental principles for applications in Machine Learning, Neuromorphic Engineering, Structural Health Monitoring and Biomedical Instrumentation.