METHOD FOR UNSUPER VISED SORTING IN REAL TIME OF ACTION POTENTIALS OF A PLURALITY OF BIOLOGICAL NEURONS
Patent №
US 11,348,011
Granted
2022-05-31
Filed 2017
Owner
COMMISSARIAT A L'ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES
+1 more
Lab
—
AI components
3
ml · vision · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
15598793
A method for unsupervised sorting, in real time, of action potentials of biological neurons by a network of artificial neurons including input, intermediate and output layers, the method according to which: the input layer receives an electrical signal measuring an electrical activity of biological neurons, the electrical signal having a variable amplitude as a function of action potentials emitted by the plurality of biological neurons over time; the input layer converts the amplitude of the electrical signal into a train of first spikes; the input layer transmits the train of first spikes to the intermediate layer; the intermediate layer converts the train of first spikes into a train of second spikes; the intermediate layer transmits the train of second spikes to the output layer; as a function of the train of second spikes, the output layer sorts each occurrence of each type of action potential present in the electrical signal.
AI classification
Ownership
COMMISSARIAT A L'ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES
assignment · 431270659
INSTITUT NATIONAL DE LA SANTE ET DE LA RECHERCHE MEDICALE
assignment · 431270659
Assignors
BERNERT, MARIE, VIANELLO, ELISA, YVERT, BLAISE
On an employer assignment, the assignors are typically the inventors.