Brain-inspired computing, drawing inspiration from the fundamental structure and
information-processing mechanisms of the human brain, has gained significant momentum …

El amplio uso de las redes neuronales en el campo del procesamiento de imágenes, motiva
a realizar una revisión de 200 artículos donde se documentan algoritmos que utilizan …

Object recognition apparatus and methods useful for extracting information from sensory
input. In one embodiment, the input signal is representative of an element of an image, and …

The backbone of the economy, security and sustainability of a state is inseparably linked to
the security of its critical infrastructure. Critical infrastructures define goods, systems or …

Apparatus and methods for feedback in a spiking neural network. In one approach, spiking
neurons receive sensory stimulus and context signal that correspond to the same context …

Apparatus and methods for plasticity in a spiking neuron network. In one implementation, a
plasticity mechanism is configured based on a similarity measure between neuron post …

Apparatus and methods for modulated plasticity in a spiking neuron network. A plasticity
mechanism may be configured for example based on a similarity measure between post …

Synchronous activation of neural networks is an important physiological mechanism, and
dysregulation of synchrony forms the basis of epilepsy. We analyzed the propagation of …

Apparatus and methods for activity based plasticity in a spiking neuron network adapted to
process sensory input. In one embodiment, the plasticity mechanism may be configured for …

Apparatus and methods for navigation of a robotic device configured to operate in an
environment comprising objects and/or persons. Location of objects and/or persons may …