IP Library › Granted Patent US 10,366,326
Granted Patent B2
US 10,366,326 · App. 14/769,968 · Granted Jul 30, 2019

Unit having an artificial neuron and a memristor

Inventors: Sylvain Saïghi (Talence, FR); Jean Tomas (Pessac, FR); Gwendal Lecerf (Bordeaux, FR)
Assignees: Universite de Bordeaux; Institut Polytechnique de Bordeaux; Centre Natíonal de La Recherche Scientifique (CNRS)
G06N3/0635G06N3/08
View Patent ↗
Loading inventors, assignments & file history…
Monitor This Case
Get email alerts when status or documents change.
Order Certified Copies
Most orders are placed with the USPTO same day — all within 24 business hours.
Order via The Patent Place →
Pre-filled with this patent's details
Quick Facts
Patent No.
US 10,366,326
App. No.
14/769,968
Granted
Jul 30, 2019
Kind
B2
Abstract

An artificial neuron unit comprising one artificial neuron having at least one output port and at least one input port, and one memristor having two terminals; said unit being characterized in that it also comprises at least one current conveyor having two input ports X and Y, and one output port Z; and in which said memristor is connected by one of its terminals to the input port X of said current conveyor, said current conveyor is connected by its output port Z to an input port of said artificial neuron and said artificial neuron is connected by one of its output ports to the input port Y of said current conveyor or to another of said terminals of said memristor.

Claims (22)

1. An artificial neuron unit comprising:

at least one artificial neuron having at least one output port and at least one input port, and

at least one memristor having two terminals; said unit being characterized in that it also comprises at least one current conveyor having two input ports X and Y, and one output port Z; and in which:

one of the terminals of said memristor is connected to the input port X of said current conveyor;

said current conveyor is connected by its output port Z to an input port of said artificial neuron;

said artificial neuron is connccted by one of its output ports to the input port Y of said current conveyor or to another of said terminals of said memristor.

2. The artificial neuron unit according to claim 1 , in which said artificial neuron is a spiking neuron.

3. The artificial neuron unit according to claim 1 , in which said neuron is a leaky integrate-and-fire neuron.

4. The artificial neuron unit according to claim 1 , in which said neuron has a single output port.

5. The artificial neuron unit according to claim 1 , in which said neuron has a single input port.

6. The artificial neuron unit according to claim 1 , in which said current conveyor is a second generation conveyor.

7. The artificial neuron unit according to claim 1 , in which said conveyor is arranged in such a way that there is a constant such that, regardless of the intensity of a current received at an input of the conveyor within a predetermined range of intensity values, a current outgoing from the conveyor exhibits an intensity equal to the product of this constant with the intensity of the received current.

8. The artificial neuron unit according to claim 1 , in which said conveyor is arranged to supply, at the output of said conveyor, a current identical to a current received at an input of the conveyor or is arranged to supply, at the output of the conveyor, a current of the same intensity as the received current and oriented in the opposite direction.

9. The artificial neuron unit according to claim 1 , in which said memristor is a memristor with ferroelectric layer.

10. The artificial neuron unit according to claim 1 , in which:

said memristor is connected by one of its terminals to the input port X of said current conveyor;

said current conveyor is connected by its output port Z to an input port of said artificial neuron;

said artificial neuron is connected by one of its output ports to the input port Y of said current conveyor.

11. The artificial neuron unit according to claim 1 , which comprises at least two memristors, connected in parallel to one another, and connected to the input port X of a same current conveyor.

12. The artificial neuron unit according to claim 1 , which comprises at least two current conveyors connected by their output ports Z to an input port of one and the same artificial neuron.

13. The artificial neuron unit according to claim 1 , which comprises first and second conveyors, said first conveyor being arranged to supply, at the output of said first conveyor, a current identical to a current received at an input of said first conveyor and said second conveyor being arranged to supply, at the output of said second conveyor, a current of the same intensity as a current received at an input of said second conveyor and oriented in the opposite direction.

14. The artificial neuron unit according to claim 1 , which comprises memristors arranged in a network of memristors with transverse branches.

Assignments (3)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Sep 28, 2015
From: SAÏGHI, SYLVAIN; TOMAS, JEAN; LECERF, GWENDAL
To: UNIVERSITE DE BORDEAUX
Reel/Frame 036666/0739 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Sep 28, 2015
From: SAÏGHI, SYLVAIN; TOMAS, JEAN; LECERF, GWENDAL
To: INSTITUT POLYTECHNIQUE DE BORDEAUX
Reel/Frame 036666/0847 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Sep 28, 2015
From: SAÏGHI, SYLVAIN; TOMAS, JEAN; LECERF, GWENDAL
To: CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE (CNRS)
Reel/Frame 036667/0005 →
Priority Claims (1)
FR 13 51979 · Mar 5, 2013 · national
Continuity (1)
Related Publication 20160004960A1 · Jan 7, 2016