Reflection equivariant quantum neural networks for enhanced image classification

Machine learning is among the most widely anticipated use cases for near-term quantum computers, however there remain significant theoretical and implementation challenges impeding its scale up. In particular, there is an emerging body of work which suggests that generic, data agnostic quantum machi...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Machine Learning: Science and Technology
المؤلفون الرئيسيون: Maxwell T West, Martin Sevior, Muhammad Usman
التنسيق: مقال
اللغة:الإنجليزية
منشور في: IOP Publishing 2023-01-01
الموضوعات:
الوصول للمادة أونلاين:https://doi.org/10.1088/2632-2153/acf096