Publications related to Neural decoding

In silico voltage-sensitive dye imaging reveals the emergent dynamics of cortical populations

Henry Markram, Eilif Benjamin Muller, Michael Reimann, Marwan Muhammad Ahmed Abdellah, Grigori Chevtchenko, Taylor Howard Newton

Voltage-sensitive dye imaging (VSDI) is a powerful technique for interrogating membrane potential dynamics in assemblies of cortical neurons, but with effective resolution limits that confound interpretation. To address this limitation, we developed an in ...

NATURE RESEARCH2021

Transient Neurovascular Interface for Minimally Invasive Neural Recording and Stimulation

Diego Ghezzi, Philippe Reymond, Laura Ferlauto, Adele Fanelli, Elodie Geneviève Zollinger

Neural interfaces are used to mitigate the burden of traumatic injuries, neurodegenerative diseases, and mental disorders. However, the transient or permanent placement of an interface in close contact with the neural tissue requires invasive surgery, pote ...

2021

Adaptive Wireless Power Transfer and Backscatter Communication for Perpetual Operation of Wireless Brain-Computer Interfaces

James Daniel Rosenthal

Brain-computer interfaces (BCIs) are neural prosthetics that enable closed-loop electrophysiology procedures. These devices are currently used in fundamental neurophysiology research, and they are moving toward clinical viability for neural rehabilitation. ...

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC2021

Population receptive field size in (un)crowding: to isolate or to combine?

Michael Herzog, Bogdan Draganski, Ayberk Ozkirli, Maya Anna Jastrzebowska

Traditional models posit that visual processing is local and feedforward. In this vein, crowding is explained to be the result of pooling of target and flanker features in early visual areas. Specifically, it has been suggested that when the target and fla ...

SAGE Publishing2021

Computational approaches to decode grasping force and velocity level in upper-limb amputee from intraneural peripheral signals

Silvestro Micera, Ivo Strauss, Giacomo Valle

Objective. Recent results have shown the potentials of neural interfaces to provide sensory feedback to subjects with limb amputation increasing prosthesis usability. However, their advantages for decoding motor control signals over current methods based o ...

IOP Publishing Ltd2021

Morphological Neural Computation Restores Discrimination of Naturalistic Textures in Trans-radial Amputees

Silvestro Micera, Simone Romeni, Francesco Maria Petrini, Ivo Strauss, Giacomo Valle, Fabrizio Vecchio, Roberto Puddu

Humans rely on their sense of touch to interact with the environment. Thus, restoring lost tactile sensory capabilities in amputees would advance their quality of life. In particular, texture discrimination is an important component for the interaction wit ...

2020

Neural signal recording and processing in somatic neuroprosthetic applications. A review

Silvestro Micera, Stanisa Raspopovic, Andrea Cimolato

Neurointerfaces have acquired major relevance as both rehabilitative and therapeutic tools for patients with spinal cord injury, limb amputations and other neural disorders. Bidirectional neural interfaces are a key component for the functional control of ...

ELSEVIER2020

Quantum imaging with SPAD arrays (Conference Presentation)

Edoardo Charbon, Claudio Bruschini, Ivan Michel Antolovic

The emerging field of quantum imaging introduces new methods to overcome classical limitations in optical microscopy. A detection apparatus capable of analyzing the quantum signature of light, is a crucial component in the heart of any such method. We pres ...

2020

Decoding of grasping tasks from intraneural recordings in trans-radial amputee

Silvestro Micera, Stanisa Raspopovic, Francesco Maria Petrini, Ivo Strauss, Giacomo Valle

Objective. A major challenge in neuroprosthetics is the restoration of sensory-motor hand functions in upper-limb amputees. Neuroprostheses based on the direct re-connection of the peripheral nerves may be an interesting approach for re-establishing the na ...

2020

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Neural decoding

In silico voltage-sensitive dye imaging reveals the emergent dynamics of cortical populations

Neural interface systems with on-device computing: machine learning and neuromorphic architectures

Transient Neurovascular Interface for Minimally Invasive Neural Recording and Stimulation

Adaptive Wireless Power Transfer and Backscatter Communication for Perpetual Operation of Wireless Brain-Computer Interfaces

Population receptive field size in (un)crowding: to isolate or to combine?

Computational approaches to decode grasping force and velocity level in upper-limb amputee from intraneural peripheral signals

Morphological Neural Computation Restores Discrimination of Naturalistic Textures in Trans-radial Amputees

Neural signal recording and processing in somatic neuroprosthetic applications. A review

Quantum imaging with SPAD arrays (Conference Presentation)

Decoding of grasping tasks from intraneural recordings in trans-radial amputee

Graph Chatbot

Chat with Graph Search

In silico voltage-sensitive dye imaging reveals the emergent dynamics of cortical populations

Adaptive Wireless Power Transfer and Backscatter Communication for Perpetual Operation of Wireless Brain-Computer Interfaces

Neural interface systems with on-device computing: machine learning and neuromorphic architectures

Computational approaches to decode grasping force and velocity level in upper-limb amputee from intraneural peripheral signals

Morphological Neural Computation Restores Discrimination of Naturalistic Textures in Trans-radial Amputees

Neural signal recording and processing in somatic neuroprosthetic applications. A review

Population receptive field size in (un)crowding: to isolate or to combine?

Quantum imaging with SPAD arrays (Conference Presentation)

Decoding of grasping tasks from intraneural recordings in trans-radial amputee

Transient Neurovascular Interface for Minimally Invasive Neural Recording and Stimulation