European Commission logo
español español
CORDIS - Resultados de investigaciones de la UE
CORDIS

Auto-adaptive Neuromorphic Brain Machine Interface: toward fully embedded neuroprosthetics

Descripción del proyecto

La interfaz cerebro-ordenador de nueva generación

Una interfaz cerebro-ordenador (BMI, por sus siglas en inglés) es un dispositivo que traduce la información neuronal en órdenes que pueden controlar «hardware» externo, como prótesis. A pesar de la gran promesa de las BMI para mejorar la vida de las personas con pérdida de la función motora, su aplicación se ve obstaculizada por el entrenamiento supervisado que requieren las BMI. El equipo del proyecto NEMO BMI, financiado por el Consejo Europeo de Innovación, pretende resolver este problema mediante el desarrollo de un sistema sin asistencia. Los investigadores simplificarán el diseño de las BMI gracias a avances tecnológicos y soluciones miniaturizadas. Se espera que el dispositivo generado, fácil de usar, mejore la calidad de vida de un número importante de personas que sufren lesiones medulares.

Objetivo

Nearly 746,000 people sustain a spinal cord injury every year, with dramatic human, societal and economical cost, leading to impairment or even complete loss of motor functions. Motor Brain-Machine Interfaces (BMIs) translate brain neural signals into commands to external effectors. BMIs raise hopes that limb mobility may be restored, providing patients with control over orthoses, prostheses, or over their own limbs using electrical stimulation. In spite of spectacular results, taking neuroprosthetics into daily practice has proven difficult. Currently, neuroprosthetics are restricted to assisted trials in laboratories, and require regular retraining of a decoder in a supervised manner within controlled environments. They include various components (recording device, antennas, base station, computers connected to effectors, etc.) that are complicated to install and to use. Building on the consortium's unique experience in clinical chronic BMIs, the project will address major methodological and technological breakthroughs to achieve the first assistance-free motor neuroprosthetics system. NEMO BMI project will conduct the exploration of assistance-free and easy to use portable neuroprosthetics including wireless neuronal activity recorder, a real-time neuronal activity decoder based on integrated technologies, and a spinal cord stimulator. A first objective is the crucial improvement of usability, by introducing an auto-adaptive framework to train the decoder in an adaptive manner during the neuroprosthetics unsupervised use. Brain-guided spinal cord stimulation activating patients’ limbs with an automatic stimulus pattern optimization is the second project objective. A third objective is the exploration of miniaturized embedded solutions by taking advantage of a novel neuromorphic hardware architecture. NEMO BMI technologies will be studied offline and online in two ongoing clinical trials, and will be critical to specify the next-generation assistance-free BMI.

Régimen de financiación

HORIZON-EIC - HORIZON EIC Grants

Coordinador

COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES
Aportación neta de la UEn
€ 2 162 900,00
Dirección
RUE LEBLANC 25
75015 PARIS 15
Francia

Ver en el mapa

Región
Ile-de-France Ile-de-France Paris
Tipo de actividad
Research Organisations
Enlaces
Coste total
€ 2 162 900,00

Participantes (2)

Socios (1)