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NEoteRIC

Financiado

Cerrado

NEuromorphic Reconfigurable Integrated photonic Circuits as artificial image pro...

NEuromorphic Reconfigurable Integrated photonic Circuits as artificial image processor NEoteRIC’s primary objective is the generation of holistic photonic machine learning paradigms that will address demanding imaging applications in an unconventional approach providing paramount frame rate increase, classification... ver más

30/04/2024

UPV

4M€

Presupuesto del proyecto: 4M€

Líder del proyecto

UNIVERSITAT POLITÈCNICA DE VALÈNCIA No se ha especificado una descripción o un objeto social para esta compañía.

Total investigadores 688

Fecha límite participación Sin fecha límite de participación.

Ver 11 Participantes

Financiación concedida El organismo H2020 notifico la concesión del proyecto el día 2024-04-30

ICT-06-2019: Unconventional Nanoelectronics

I+D

Cerrada hace 5 años

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Información adicional privada

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

11 Participantes

UPV

580.00K€ | Lider

LOGÍSTICA Y TELECOMUNICACION...

123.81K€ | Participante

EULAMBIA ADVANCED TECHNOLOGI...

410.00K€ | Participante

TERAMOUNT LTD

392.75K€ | Participante

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Duración del proyecto: 52 meses Fecha Inicio: 2019-12-05
Fecha Fin: 2024-04-30

Líder del proyecto

UNIVERSITAT POLITÈCNICA DE VALÈNCIA No se ha especificado una descripción o un objeto social para esta compañía.

Total investigadores 688

Presupuesto del proyecto 4M€

Fecha límite de participación Sin fecha límite de participación.

Descripción del proyecto NEoteRIC’s primary objective is the generation of holistic photonic machine learning paradigms that will address demanding imaging applications in an unconventional approach providing paramount frame rate increase, classification performance enhancement and orders of magnitude lower power consumption compared to the state-of-the-art machine learning approaches. NEoteRIC’s implementation stratagem incorporates multiple innovations spanning from the photonic transistor level and extending up to the system architectural level, thus paving new, unconventional routes to neuromorphic performance enhancement. The technological cornerstone of NEoteRIC relies on the development and upscaling of a high-speed reconfigurable photonic FPGA-like circuit that will incorporate highly-dense and fully reconfigurable key silicon photonic components (ring resonators, MZIs, etc.). High-speed reconfigurability will unlock the ability to restructure the photonic components and rewire inter-component connections. Through NEoteRIC the integrated photonic FPGAs will be strengthened by the incorporation of novel marginal-power consuming non-volatile high-speed phase shifters that will push the boundaries of energy consumption. NEoteRIC’s unconventional chips will be utilized as a proliferating neuromorphic computational platform that will merge the merits of photonic and electronic technology and will allow the all-optical implementation of powerful non-von Neumann architectures such as Reservoir Computing, Recurrent Neural Networks, Deep Neural Networks and Convolutional Neural Networks simultaneously by the same photonic chip. The in-project excellence will be tested through demanding high impact application such as high frame-rate image analysis and in particular single-pixel time-stretch modalities thus pushing the boundaries of state-of-the-art; exhibiting simultaneous high spatial resolution and Gframe/sec processing rate.

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