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Cross-brain transfer of high-performance intracortical speech and handwriting BCIs
High performance sorting of motor unit action potentials with EMUsort
Restoring brain-to-text communication in a person with dysarthria from pontine stroke using an intracortical brain-computer interface
Behavioral signature of trihexyphenidyl in the TOR1A (DYT1) knockin mouse model of dystonia
Computation-through-Dynamics Benchmark: Simulated datasets and quality metrics for dynamical models of neural activity
Encoding of speech modes and loudness in ventral precentral gyrus
Inner speech in motor cortex and implications for speech neuroprostheses
Preparatory encoding of diverse features of intended movement in the human motor cortex
Pseudo-linear summation explains neural geometry of multi-finger movements in human premotor cortex
Spinal interneuron population dynamics underlying flexible pattern generation
Stabilizing brain-computer interfaces through alignment of latent dynamics
A mosaic of whole-body representations in human motor cortex
An application-based taxonomy for brain--computer interfaces
BRAND: A platform for closed-loop experiments with deep network models
Diffusion-based generation of neural activity from disentangled latent codes
Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark
Identifying distinct neural features between the initial and corrective phases of precise reaching using AutoLFADS
Reducing power requirements for high-accuracy decoding in iBCIs
Expressive architectures enhance interpretability of dynamics-based neural population models
Expressive dynamics models with nonlinear injective readouts enable reliable recovery of latent features from neural activity
High-performance neural population dynamics modeling enabled by scalable computational infrastructure
Krishna Shenoy (1968--2023)
lfads-torch: A modular and extensible implementation of latent factor analysis via dynamical systems
Myomatrix arrays for high-definition muscle recording
A deep learning framework for inference of single-trial neural population dynamics from calcium imaging with subframe temporal resolution
A large-scale neural network training framework for generalized estimation of single-trial population dynamics
Estimating muscle activation from EMG using deep learning-based dynamical systems models
The science and engineering behind sensitized brain-controlled bionic hands
Neural Latents Benchmark'21: Evaluating latent variable models of neural population activity
Representation learning for neural population activity with Neural Data Transformers
From unstable input to robust output
The representation of finger movement and force in human motor and premotor cortices
Brain implants that let you speak your mind
Enabling hyperparameter optimization in sequential autoencoders for spiking neural data
Principled BCI decoder design and parameter selection using a feedback control model
Volitional control of single-electrode high gamma local field potentials by people with paralysis
A comparison of intention estimation methods for decoder calibration in intracortical brain--computer interfaces
Brain-machine interface cursor position only weakly affects monkey and human motor cortical activity in the absence of arm movements
Cortical control of a tablet computer by people with paralysis
Feasibility of automatic error detect-and-undo system in human intracortical brain--computer interfaces
Inferring single-trial neural population dynamics using sequential auto-encoders
Latent factors and dynamics in motor cortex and their application to brain--machine interfaces
Rapid calibration of an intracortical brain--computer interface for people with tetraplegia
Stable long-term BCI-enabled communication in ALS and locked-in syndrome using LFP signals
Feedback control policies employed by people using intracortical brain--computer interfaces
High performance communication by people with paralysis using an intracortical brain-computer interface
Signal-independent noise in intracortical brain--computer interfaces causes movement time properties inconsistent with Fitts’ law
LFADS - Latent Factor Analysis via Dynamical Systems
Clinical translation of a high-performance neural prosthesis
Neural population dynamics in human motor cortex during movements in people with ALS
Virtual typing by people with tetraplegia using a self-calibrating intracortical brain-computer interface
Recruitment of PfSET2 by RNA polymerase II to variant antigen encoding loci contributes to antigenic variation in P. falciparum
A system for optically controlling neural circuits with very high spatial and temporal resolution
Retinal prosthetic strategy with the capacity to restore normal vision
A novel mechanism for switching a neural system from one state to another
Symmetry breakdown in the ON and OFF pathways of the retina at night: functional implications
Ganglion cell adaptability: does the coupling of horizontal cells play a role?
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