Hola,
¿eres nuevo aquí?

Regístrate gratis y conecta tu empresa con financiación pública, partners y proyectos.

Tengo cuenta

Regístrate

Ver video

PeroSpiker

Financiado

Perovskite Spiking Neurons for Intelligent Networks

A brain is a complex structure where computing and memory are tightly intertwined at very low power cost of operation, by analog signals across vast quantities of synapse-connected spiking neurons. Animal brains react intelligentl... ver más

30/09/2028

FUEUJI

2M€

Presupuesto del proyecto: 2M€

Líder del proyecto

UNIVERSITAT JAUME I DE CASTELLÓ No se ha especificado una descripción o un objeto social para esta compañía.

Total investigadores 2

Ver 3 Participantes

Financiación concedida El organismo HORIZON EUROPE notifico la concesión del proyecto el día 2023-06-21

ERC-2022-ADG: ERC ADVANCED GRANTS Scope:Objectives

I+D

Cerrada hace 2 años

0% 100% 100%

Información adicional privada

No hay información privada compartida para este proyecto. Habla con el coordinador.

3 Participantes

FUEUJI

2.40M€ | Lider

CSIC

100.00K€ | Participante

UPV

2.23M€ | Participante

Conecta tu I+D

¿Tienes un proyecto y buscas un partner? Gracias a nuestro motor inteligente podemos recomendarte los mejores socios y ponerte en contacto con ellos. Te lo explicamos en este video

Proyectos interesantes

MEMRINESS Memristive Neurons and Synapses for Neuromorphic Edge Comput... 1M€ Cerrado

PCI2019-111841-2 ARQUITECTURAS MEMRISTIVAS PULSANTES PARA APRENDER A APRENDER 150K€ Cerrado

SkyANN Skyrmionic Artificial Neural Networks 3M€ Cerrado

TIN2010-19607 NUEVOS PARADIGMAS BIOINSPIRADOS APLICADOS A COMPUTACION ARTI... 74K€ Cerrado

SPIN-ION Hybrid Spintronic Synapses for Neuromorphic Computing 2M€ Cerrado

TEC2014-56244-R ESTUDIO E IMPLEMENTACION DE SISTEMAS NEUROMORFICOS EN HARDWA... 171K€ Cerrado

Duración del proyecto: 63 meses Fecha Inicio: 2023-06-21
Fecha Fin: 2028-09-30

Líder del proyecto

UNIVERSITAT JAUME I DE CASTELLÓ No se ha especificado una descripción o un objeto social para esta compañía.

Total investigadores 2

Presupuesto del proyecto 2M€

Descripción del proyecto A brain is a complex structure where computing and memory are tightly intertwined at very low power cost of operation, by analog signals across vast quantities of synapse-connected spiking neurons. Animal brains react intelligently to environmental events and perceptions. By developing similar Spiking Neural Networks (SNN) we can realize neuromorphic computation systems excellent for dealing with large amounts of noisy data and stimuli and very well suited for perception, cognition and motor tasks. But the current CMOS technologies perform very poorly for emulating the biological brains and their power consumption is large. Currently we cannot replicate biological neurons behaviours with existing design and manufacturing technology. This project aims to develop compact miniature material elements that will emulate closely the complex dynamic behaviour of neurons and synapses, to form SNNs with substantial reduction in footprint, complexity and energy cost for perception, learning and computation. We investigate the properties of metal halide perovskite that have produced excellent photovoltaic devices in the last decade. These perovskites have ionic/electronic conduction, hysteresis, memory effect and switchable and nonlinear behaviour, that make them ideally suited for the realization of devices in close fidelity to biological electrochemically gated membranes in neurons, and information-tracking synapses. We will use the methodology of impedance spectroscopy and equivalent circuit analysis to fabricate devices with dynamic responses emulating the natural neuronal coupling and synchronization. This method will produce the hardware that we need for a preferred spiking computational model, incorporating time, analog physical elements and dynamical complexity as computational tools. As illustration we will show visual object recognition from spiking data provided by a spiking retina by advanced neuristors and dynamic synapses.

Conecta tu I+D

Entra hoy

¿Olvidé mi contraseña?

Financiación

Empresas

CTIs/Universidades

Proyectos

Investigadores