Agile gesture recognition for capacitive sensing devices: adapting on-the-job

no code implementations • 12 May 2023 • Ying Liu, Liucheng Guo, Valeri A. Makarov, Yuxiang Huang, Alexander Gorban, Evgeny Mirkes, Ivan Y. Tyukin

However, there is growing demand for gesture recognition technology that can be implemented on low-power devices using limited sensor data instead of high-dimensional inputs like hand images.

Dimensionality Reduction Hand Gesture Recognition +1

Spatial computing in structured spiking neural networks with a robotic embodiment

no code implementations • 14 Dec 2021 • Sergey A. Lobov, Alexey N. Mikhaylov, Ekaterina S. Berdnikova, Valeri A. Makarov, Victor B. Kazantsev

We show that besides STDP, critical factors for successful learning are synaptic and neuronal competitions.

Symphony of high-dimensional brain

no code implementations • 27 Jun 2019 • Alexander N. Gorban, Valeri A. Makarov, Ivan Y. Tyukin

This paper is the final part of the scientific discussion organised by the Journal "Physics of Life Rviews" about the simplicity revolution in neuroscience and AI.

BIG-bench Machine Learning Learning Theory +1