Simulating visual spiking neural networks using real life experimental data is HARD, but it's one of the main objectives of SOLIS!
#neuralnetwork #STDP #SRDP #simulation

The complete pipeline of SOLIS: from experimental characterisation of synapses to visual computing

Here is what a SOLIS #synaptic network can do for #visualcomputing.
A cycle of memroy writting and progressive erasing using Kesterite-based synapses. Patterns and edge detection are the first step for a proof of concept of #neuromorphic visual computing!
The full code will be released next year.

#artificial_synapses are cool, but true visual #neural_networks are cooler.
SOLIS is creating, characterising, and simulating true hardware neural networks based on #thin_films.
Here, we show how a 3x3 #synaptic_network can adjust its weights and recognise a pattern. The code will be shared soon.

Hello.
SOLIS is a EU-funded project based on staff and knowledge exchange. It revolves around the thematic of artificial visual synapses based on thin film materials and inspired by photvoltaic solar cells.
The project will run until March 2029 and involved 8 international institutions!