Design of an efficient CNN-based cough detection system on lightweight FPGA
Precisely and automatically detecting the cough sound is of vital clinical importance.
Nevertheless, due to privacy protection considerations, transmitting the raw audio data to the …
Nevertheless, due to privacy protection considerations, transmitting the raw audio data to the …
CNN Acceleration with Joint Optimization of Practical PIM and GPU on Embedded Devices
The lightweight AI models are proposed for embedded devices to mitigate computation and
memory requirements. However, it still faces the memory wall problem (ie, data movement …
memory requirements. However, it still faces the memory wall problem (ie, data movement …
Towards variability-aware frequency scaling on heterogeneous edge platforms
HA Abdelhafez - 2023 - open.library.ubc.ca
Recent Edge applications (eg, machine learning inference) are becoming more
sophisticated and computationally demanding. To meet their Quality of Service (QoS) …
sophisticated and computationally demanding. To meet their Quality of Service (QoS) …
Design of optimized architectures for non-linear convolutional neural networks
G Aiello - 2021 - webthesis.biblio.polito.it
Nowadays, Machine Learning (ML) has become one of the most important topics of research
because of the massive use into many applications such as self-driving cars, speech …
because of the massive use into many applications such as self-driving cars, speech …
Operation method of host processor and accelerator, and electronic device including the same
S Sanggyu, LEE Yeongsik - US Patent 12,039,360, 2024 - Google Patents
An operation method includes: dividing a model to be executed in an accelerator into a
plurality of stages; determining, for each of the stages, a maximum batch size processible in …
plurality of stages; determining, for each of the stages, a maximum batch size processible in …