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Elisa Donati

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Dozentin

ETH Zürich

Switzerland

Research Interests

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Professors in Switzerland

Recent Grants

Grant: Close

Proportional and Simultaneous control of Individual fingers using Motor Unit Activities

Open Date: 2024-09-01

Close Date: 2025-02-01

Grant: Close

Real-time reservoir computing on prosthetic devices

Open Date: 2024-01-01

Close Date: 2026-01-01

Grant: Close

Spiking Memristive Architectures for Learning to Learn

Open Date: 2020-01-01

Close Date: 2023-07-31

Grant: Close

A spiking implementation of a PID controller in neuromorphic VLSI

Open Date: 2018-01-01

Close Date: 2019-01-01

Grant: Close

NEPSpiNN

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Articles (20)

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Collaborators (20)

Giacomo Indiveri

FUll Professor

ETH Zürich

SWITZERLAND

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Sara Fabrikant

Professor

University of Zurich

SWITZERLAND

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Pedro L. Galindo

Universidad de Cádiz

SPAIN

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Ian Vidamour

University of Sheffield

UNITED KINGDOM

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Fernando Pérez-Peña

Associate Professor

Universidad de Cádiz

SPAIN

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LUCA BENINI

Professor

Eidgenössische Technische Hochschule Zürich

SWITZERLAND

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Fernando Manuel Quintana Velazquez

Scientific Staff, Other Support Staff, Onbezoldigd medewerker WP

University of Groningen

NETHERLANDS

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Farah Baracat

University of Zurich

SWITZERLAND

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Thomas Stieglitz

GERMANY

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Matej Hoffmann

Associate Professor

Czech Technical University in Prague, Faculty of Electrical Engineering

CZECH REPUBLIC

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Haobo Li

Academic, Lecturer (Teaching and Research)

University of Dundee

UNITED KINGDOM

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Silvestro Micera

Professor

Scuola Superiore Sant'Anna

ITALY

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Simone Libralato

Senior scientist (Dirigente di Ricerca)

Istituto Nazionale di Oceanografia e Geofisica Sperimentale

ITALY

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Alessio Burrello

Collaborator

ETH Zürich

SWITZERLAND

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Simone Benatti

Associate Professor

University of Modena and Reggio Emilia

ITALY

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Giacomo Valle

Assistant Professor at Chalmers University of Technology

Chalmers University of Technology

SWEDEN

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Dario Farina

Imperial College London

UNITED KINGDOM

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Marcello Zanghieri

Teaching Tutor

University of Bologna

ITALY

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Matthew Ellis

Lecturer

University of Sheffield

UNITED KINGDOM

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Hadi Heidari

Professor of Nanoelectronics

University of Glasgow

UNITED KINGDOM

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Elisa Donati

Research Interests

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Recent Grants

Articles (20)

Decoding phantom limb movements from intraneural recordings

A benchmarking framework for embodied neuromorphic agents

Event-Driven Implementation of a Physical Reservoir Computing Framework for Superficial EMG-Based Gesture Recognition

Individual-based modelling of small pelagic fish in the Adriatic Sea: Integrating stock assessments, ecophysiology of fish, and environmental forcings

Spiking neural network decoders of finger forces from high-density intramuscular microelectrode arrays

Beyond Subject-Specific Models in Dynamical Human--Machine Interaction: Benchmarking and Optimization Strategies

Intramuscular microelectrode arrays enable highly accurate neural decoding of finger tasks

A Realistic Simulation Framework for Analog/Digital Neuromorphic Architectures

EMG Acquisition and Processing for Hand Movement Decoding on Embedded Systems: State of the Art and Challenges

Noise-aware training of neuromorphic dynamic device networks

Heterogeneous Population Encoding for Multi-joint Regression using sEMG Signals

Spiking Neural Networks for Mental Workload Classification with a Multimodal Approach

Guest Editorial: Ultralow-Power Technologies for Edge Computing in Human-Machine Interface Applications

Finger Force Decoding from Motor Units Activity on Neuromorphic Hardware

Neural Strategies for Upper Limb Movements: Motor Unit Control during Dynamic Contractions at Increasing Speeds

Neuromorphic Closed-Loop Control with Spiking Motor Neuron and Muscle Spindle Models

Neuromorphic Deployment of Spiking Neural Networks for Cognitive Load Classification in Air Traffic Control

Event-based Estimation of Hand Forces from High-Density Surface EMG on a Parallel Ultra-Low-Power Microcontroller

sEMG-Driven Hand Dynamics Estimation With Incremental Online Learning on a Parallel Ultra-Low-Power Microcontroller

Neuromorphic Heart Rate Monitors: Neural State Machines for Monotonic Change Detection

Collaborators (20)

Giacomo Indiveri

Sara Fabrikant

Pedro L. Galindo

Ian Vidamour

Fernando Pérez-Peña

LUCA BENINI

Fernando Manuel Quintana Velazquez

Farah Baracat

Thomas Stieglitz

Matej Hoffmann

Haobo Li

Silvestro Micera

Simone Libralato

Alessio Burrello

Simone Benatti

Giacomo Valle

Dario Farina

Marcello Zanghieri

Matthew Ellis

Hadi Heidari

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