CMSIS-NN

GPTKB entity

Statements (26)
Predicate Object
gptkbp:instanceOf gptkb:software
gptkbp:category gptkb:model
embedded AI
gptkbp:developedBy gptkb:Arm_Ltd.
gptkbp:documentation https://arm-software.github.io/CMSIS_5/NN/html/index.html
gptkbp:firstReleased 2017
https://www.w3.org/2000/01/rdf-schema#label CMSIS-NN
gptkbp:language C
gptkbp:license gptkb:Apache_License_2.0
gptkbp:openSource true
gptkbp:optimizedFor embedded systems
gptkbp:partOf gptkb:CMSIS
gptkbp:platform gptkb:Arm_Cortex-M
gptkbp:purpose machine learning acceleration
neural network inference
gptkbp:repository https://github.com/ARM-software/CMSIS_5
gptkbp:supports convolutional neural networks
activation functions
fully connected layers
pooling layers
quantized neural networks
gptkbp:usedFor gptkb:TensorFlow_Lite_Micro
gptkb:Edge_Impulse
microTVM
gptkbp:bfsParent gptkb:Cortex-M55
gptkbp:bfsLayer 5