bio-inspired

Celestial compass design mimics the fan-like polarisation filter array of insect eyes
Hardware prototype of the model using a ring of UV-sensitive photodiode pairs, and test it under cloudy and occluded skies.
Evripidis Gkanias, Robert Mitchell, Jan Stankiewicz, Sadeque Khan, Srinjoy Mitra, Barbara Webb
Celestial compass design mimics the fan-like polarisation filter array of insect eyes
Insect-brain inspired neuromorphic nanophotonics
The goal of the project is to develop nanophotonic on-chip devices for integrated sensing and neural computation, inspired by the insect brain.
Insect-brain inspired neuromorphic nanophotonics
Insect neuroethology of reinforcement learning
Thesis - Doctor of Philosophy. I inversigated how insects form associative memories in their mushroom bodies and how this impacts their olfactory learning, visual navigation, and time-delayed reinforcements tasks.
Insect neuroethology of reinforcement learning
Exploiting invisible cues for robot navigation in complex natural environments
Design a sensor that transforms skylight into a compass direction.
Exploiting invisible cues for robot navigation in complex natural environments
Miniature insect model for active learning (minimal)
We develop a new foundation for understanding natural learning by developing a complete multilevel model of learning in larvae
Miniature insect model for active learning (minimal)
Robocrab: data-driven adaptation of the evation behaviour in fiddler crabs
Disertation - Master of Science. We create a semi-supervised structure of neural network, inspired by the physiology of neurons in fiddler crabs, and train it to adapt the evasion behaviour of fiddler crabs on potential predators, solving a complicated visuomotor problem (developed in Python using the Theano/Tensorflow-based ‘keras’ library
Robocrab: data-driven adaptation of the evation behaviour in fiddler crabs