Functional Diagram of the main steps of the quantization process in... | Download Scientific Diagram
Charging cycle used for data generation tests for all the batteries of... | Download Scientific Diagram
The implemented CNN Architecture consists of a 1D convolutional layer,... | Download Scientific Diagram
![CNN model size in terms of RAM [KB] including inputs buffer, and Flash... | Download Scientific Diagram CNN model size in terms of RAM [KB] including inputs buffer, and Flash... | Download Scientific Diagram](https://www.researchgate.net/publication/342686148/figure/tbl7/AS:909571824558081@1593870230188/CNN-model-size-in-terms-of-RAM-KB-including-inputs-buffer-and-Flash-KB-using-TFLM.png)
CNN model size in terms of RAM [KB] including inputs buffer, and Flash... | Download Scientific Diagram
Single inference CPU cycles / MACC for floating-point model in blue and... | Download Scientific Diagram
![Inference time ([ms], average of 16 iterations) of CNN model, using... | Download Scientific Diagram Inference time ([ms], average of 16 iterations) of CNN model, using... | Download Scientific Diagram](https://www.researchgate.net/publication/342686148/figure/tbl6/AS:909571824578561@1593870230157/Inference-time-ms-average-of-16-iterations-of-CNN-model-using-TFLM-and-STM32CubeAI.png)
Inference time ([ms], average of 16 iterations) of CNN model, using... | Download Scientific Diagram
![Capacity estimation errors for the proposed neural networks architectures. | Download Scientific Diagram Capacity estimation errors for the proposed neural networks architectures. | Download Scientific Diagram](https://www.researchgate.net/publication/342686148/figure/tbl1/AS:909571824566272@1593870230022/Capacity-estimation-errors-for-the-proposed-neural-networks-architectures.png)