Towards In-Memory Computing: Arithmetic Operations on Real Memristors
| Autor: | Philipp Grothe, Thore Kolms, Jan Haase, Christine Lang, Andreas Waldner |
|---|---|
| Rok vydání: | 2020 |
| Předmět: |
Computer science
Analog computer Subtraction 02 engineering and technology Memristor 021001 nanoscience & nanotechnology law.invention Computational science Microcontroller law In-Memory Processing 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Multiplication Resistor 0210 nano-technology |
| Zdroj: | IECON |
| Popis: | In-memory-computing is an emerging approach that aims to shift computational load away from CPUs. It does so by taking over simple calculations that can be performed in memory. Apart from improving performance for these operations, this also results in a lower energy consumption, effectively rendering this technique very suitable for embedded systems.Due to being variable as well as non-volatile resistors, memristors are capable of storing analog values. This renders them particularly useful for in-memory computing.This paper presents a prototypical implementation of analog calculations (addition, subtraction and multiplication), including a way of representing the value zero. The prototype shown is based on an ESP32 microcontroller and typical calculations currently take around 1µs. |
| Databáze: | OpenAIRE |
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