eLife

Pallium-encoded valence-specific chemosensory amplification of eye-body coordination in larval zebrafish

Coordinated eye-body movements are essential for adaptive behavior, yet little is known about how multisensory input, particularly chemosensory cues, shapes this coordination. Using our enhanced ...
IEEE

Muscle Activation Analysis from Gait Kinematics and Reinforcement Learning

Abstract: We propose the use of reinforcement learning with imitation reward to estimate muscle activation from a purely kinematic motion capture sequence without the use of any force plate or ...
IEEE

From Activation to Initialization: Scaling Insights for Optimizing Neural Fields

Abstract: In the realm of computer vision, Neural Fields have gained prominence as a contemporary tool harnessing neural networks for signal representation. Despite the remarkable progress in adapting ...
GitHub

RADAM: Texture Recognition through Randomized Aggregated Encoding of Deep Activation Maps

RADAM uses deep neural networks (CNNs) available in timm==0.6.7 for texture feature extraction, and then "classic" machine learning classification is done with scikit-learn classifiers. Several ...