---
title: "Room-temperature ferroelectrically switchable quantum geometry in few-layer WTe2 for complementary in-memory computing"
url: https://daily.dev/posts/room-temperature-ferroelectrically-switchable-quantum-geometry-in-few-layer-wte2-for-complementary-i-o0ibgrfm3
source_url: https://www.nature.com/articles/s41467-026-76369-8
type: article
source: "Nature"
published: 2026-08-06T14:36:11.132Z
updated: 2026-08-06T14:36:32.050Z
tags: ["quantum-computing"]
reading_time: 3
upvotes: 0
comments: 0
language: en
---

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# Room-temperature ferroelectrically switchable quantum geometry in few-layer WTe2 for complementary in-memory computing

**[Nature](https://daily.dev/sources/nature)** · 3 min read · 0 upvotes · 0 comments

## Summary

Researchers demonstrate ferroelectrically switchable quantum geometry in few-layer WTe2 at room temperature, enabling complementary in-memory computing. By exploiting intrinsic coupling between ferroelectric polarization and quantum geometry, second- and third-order nonlinear anomalous Hall effects (NLAHE) can be deterministically and nonvolatilely switched electrically. The switching is robust over ~10,000 cycles with ~100,000 seconds retention at room temperature. Leveraging opposite switching behaviors of these two NLAHE orders, a hardware-level complementary convolution kernel is implemented, achieving 98% texture recognition accuracy and overcoming directional specificity limitations of conventional convolutional networks.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://www.nature.com/articles/s41467-026-76369-8>

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---

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