Quantization-Aware NN Layers with High-throughput FPGA Implementation for Edge AI

Over the past few years, several applications have been extensively exploiting the advantages of deep learning, in particular when using convolutional neural networks (CNNs). The intrinsic flexibility of such models makes them widely adopted in a variety of practical applications, from medical to in...

وصف كامل

التفاصيل البيبلوغرافية

المؤلفون الرئيسيون:	Mara Pistellato, Filippo Bergamasco, Gianluca Bigaglia, Andrea Gasparetto, Andrea Albarelli, Marco Boschetti, Roberto Passerone
التنسيق:	Artigo
اللغة:	Inglês
منشور في:	MDPI AG 2023-05-01
سلاسل:	Sensors
الموضوعات:	quantized CNN quantization-aware training FPGA edge AI peak-detection
الوصول للمادة أونلاين:	https://www.mdpi.com/1424-8220/23/10/4667
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!