Temperature compensation for memory cells in an analog neural memory system used in a deep learning neural network
Numerous embodiments are disclosed for providing temperature compensation in a an analog memory array. The analog memory array optionally is a vector-by-matrix multiplier in an analog neuromorphic memory system used in a deep learning neural network. One embodiment comprises measuring an operating temperature within a memory array and applying, by a temperature compensation block, a bias voltage to a terminal of a memory cell in the array, wherein the bias voltage is a function of the operating temperature.
1. A method of compensating for temperature changes in an analog memory system comprising an array of memory cells, the method comprising:
measuring an operating temperature within the array of memory cells;
generating control bits, by a controller, in response to the operating temperature;
adjusting one or more of an adjustable current source and an adjustable resistor using the control bits; and
applying, by a temperature compensation block, a bias voltage to a terminal of a memory cell in the array of memory cells, wherein the bias voltage is generated by the one or more of the adjustable current source and the adjustable resistor.
2. The method of claim 1 , wherein the terminal is a word line terminal.
3. The method of claim 1 , wherein the terminal is a bit line terminal.
4. The method of claim 1 , wherein the terminal is a source line terminal.
5. The method of claim 1 , wherein the terminal is a control gate terminal.
6. The method of claim 1 , wherein the terminal is an erase gate terminal.
7. The method of claim 1 , wherein the memory cells in the array of memory cells are non-volatile memory cells.
8. The method of claim 7 , wherein the non-volatile memory cells are split-gate flash memory cells.
9. The method of claim 7 , wherein the non-volatile memory cells are stacked-gate flash memory cells.
10. The method of claim 1 , wherein the measuring step is performed by a temperature sensor.
11. A method of compensating for temperature changes in a vector-by-matrix multiplier system comprising an array of memory cells, the method comprising:
measuring an operating temperature within the vector-by-matrix multiplier system;
generating control bits, by a controller, in response to the operating temperature;
adjusting one or more of an adjustable current source and an adjustable resistor using the control bits; and
applying, by a temperature compensation block, a bias voltage to a terminal of a memory cell in the array of memory cells, wherein the bias voltage is generated by the one or more of the adjustable current source and the adjustable resistor.
12. The method of claim 11 , wherein the terminal is a word line terminal.
13. The method of claim 11 , wherein the terminal is a bit line terminal.
14. The method of claim 11 , wherein the terminal is a source line terminal.
15. The method of claim 11 , wherein the terminal is a control gate terminal.
16. The method of claim 11 , wherein the terminal is an erase gate terminal.
17. The method of claim 11 , wherein the memory cells in the array of memory cells are non-volatile memory cells.
18. The method of claim 17 , wherein the non-volatile memory cells are split-gate flash memory cells.
19. The method of claim 17 , wherein the non-volatile memory cells are stacked-gate flash memory cells.
20. The method of claim 11 , wherein the measuring step is performed by a temperature sensor.