Physical principles of brain–computer interfaces and their applications for rehabilitation, robotics and control of human brain states
Brain–computer interfaces (BCIs) development is closely related to physics. In this paper, we
review the physical principles of BCIs, and underlying novel approaches for registration …
review the physical principles of BCIs, and underlying novel approaches for registration …
Cracking the function of layers in the sensory cortex
Understanding how cortical activity generates sensory perceptions requires a detailed
dissection of the function of cortical layers. Despite our relatively extensive knowledge of …
dissection of the function of cortical layers. Despite our relatively extensive knowledge of …
Modelling and prediction of the dynamic responses of large-scale brain networks during direct electrical stimulation
Direct electrical stimulation can modulate the activity of brain networks for the treatment of
several neurological and neuropsychiatric disorders and for restoring lost function. However …
several neurological and neuropsychiatric disorders and for restoring lost function. However …
[HTML][HTML] From novel technology to novel applications: Comment on “An integrated brain-machine interface platform with thousands of channels” by Elon Musk and …
The first attempts to translate neuronal activity into commands to control external devices
were made in monkeys yet in 1960s [1]. After that, during 1960-1970, the biological …
were made in monkeys yet in 1960s [1]. After that, during 1960-1970, the biological …
Multiscale low-dimensional motor cortical state dynamics predict naturalistic reach-and-grasp behavior
H Abbaspourazad, M Choudhury, YT Wong… - Nature …, 2021 - nature.com
Motor function depends on neural dynamics spanning multiple spatiotemporal scales of
population activity, from spiking of neurons to larger-scale local field potentials (LFP). How …
population activity, from spiking of neurons to larger-scale local field potentials (LFP). How …
A control-theoretic system identification framework and a real-time closed-loop clinical simulation testbed for electrical brain stimulation
Y Yang, AT Connolly… - Journal of neural …, 2018 - iopscience.iop.org
Objective. Closed-loop electrical brain stimulation systems may enable a precisely-tailored
treatment for neurological and neuropsychiatric disorders by controlling the stimulation …
treatment for neurological and neuropsychiatric disorders by controlling the stimulation …
Representation learning for neural population activity with Neural Data Transformers
J Ye, C Pandarinath - arXiv preprint arXiv:2108.01210, 2021 - arxiv.org
Neural population activity is theorized to reflect an underlying dynamical structure. This
structure can be accurately captured using state space models with explicit dynamics, such …
structure can be accurately captured using state space models with explicit dynamics, such …
State-space optimal feedback control of optogenetically driven neural activity
Objective. The rapid acceleration of tools for recording neuronal populations and targeted
optogenetic manipulation has enabled real-time, feedback control of neuronal circuits in the …
optogenetic manipulation has enabled real-time, feedback control of neuronal circuits in the …
Closed-loop neuromodulation in physiological and translational research
S Zanos - Cold Spring Harbor perspectives in …, 2019 - perspectivesinmedicine.cshlp.org
Neuromodulation, the focused delivery of energy to neural tissue to affect neural or
physiological processes, is a common method to study the physiology of the nervous …
physiological processes, is a common method to study the physiology of the nervous …
[HTML][HTML] Thalamic bursting and the role of timing and synchrony in thalamocortical signaling in the awake mouse
The thalamus controls transmission of sensory signals from periphery to cortex, ultimately
shaping perception. Despite this significant role, dynamic thalamic gating and the …
shaping perception. Despite this significant role, dynamic thalamic gating and the …