List of works - Steven M. Chase

A reward-modulated hebbian learning rule can explain experimentally observed network reorganization in a brain control task

scientific article

A stabilized dual Kalman filter for adaptive tracking of brain-computer interface decoding parameters

scientific article published in January 2013

Bayesian learning in assisted brain-computer interface tasks

scientific article published in January 2012

Behavioral and neural correlates of visuomotor adaptation observed through a brain-computer interface in primary motor cortex

scientific article

Bias, optimal linear estimation, and the differences between open-loop simulation and closed-loop performance of spiking-based brain-computer interface algorithms

scientific article published on 22 May 2009

Comparison of brain-computer interface decoding algorithms in open-loop and closed-loop control

scientific article published on 11 November 2009

Constraints on neural redundancy

scientific article published on 15 August 2018

Control of a brain-computer interface without spike sorting

scientific article published in September 2009

Cues for sound localization are encoded in multiple aspects of spike trains in the inferior colliculus.

scientific article published on 30 January 2008

Direction and speed tuning of motor-cortex multi-unit activity and local field potentials during reaching movements.

scientific article published on January 2013

Distinct types of neural reorganization during long-term learning

scientific article published on 06 February 2019

Dynamic range adaptation in primary motor cortical populations

scientific article

Feature selectivity is stable in primary visual cortex across a range of spatial frequencies

scientific article published in Scientific Reports

First-spike latency information in single neurons increases when referenced to population onset

scientific article

Functional network reorganization during learning in a brain-computer interface paradigm

scholarly article

Functional network reorganization in motor cortex can be explained by reward-modulated Hebbian learning. ⬇️

scientific article

How learning unfolds in the brain: toward an optimization view

scientific article published in 2021

Inference from populations: going beyond models

scientific article published on January 2011

Internal models engaged by brain-computer interface control

scientific article published on January 2012

Latent inputs improve estimates of neural encoding in motor cortex.

scientific article

Learning an Internal Dynamics Model from Control Demonstration

scientific article published on January 2013

Learning by neural reassociation.

scientific article published on 12 March 2018

Limited segregation of different types of sound localization information among classes of units in the inferior colliculus.

scientific article published in August 2005

Motor cortical control of movement speed with implications for brain-machine interface control.

scientific article

Neural constraints on learning.

scientific article published on August 2014

New neural activity patterns emerge with long-term learning

scientific article published on 10 June 2019

Population activity structure of excitatory and inhibitory neurons

scientific article published on 17 August 2017

Publisher Correction: Learning by neural reassociation

scientific article published on 01 August 2018

Shedding light on learning

scientific article published in June 2014

Single spikes may suffice ⬇️

scientific article published on June 20, 2012

Spike-timing codes enhance the representation of multiple simultaneous sound-localization cues in the inferior colliculus.

scientific article

Stabilization of a brain-computer interface via the alignment of low-dimensional spaces of neural activity

scientific article published on 20 April 2020

To sort or not to sort: the impact of spike-sorting on neural decoding performance.

scientific article published on August 2014

List of works by Steven M. Chase

A reward-modulated hebbian learning rule can explain experimentally observed network reorganization in a brain control task

A stabilized dual Kalman filter for adaptive tracking of brain-computer interface decoding parameters

Bayesian learning in assisted brain-computer interface tasks

Behavioral and neural correlates of visuomotor adaptation observed through a brain-computer interface in primary motor cortex

Bias, optimal linear estimation, and the differences between open-loop simulation and closed-loop performance of spiking-based brain-computer interface algorithms

Comparison of brain-computer interface decoding algorithms in open-loop and closed-loop control

Constraints on neural redundancy

Control of a brain-computer interface without spike sorting

Cues for sound localization are encoded in multiple aspects of spike trains in the inferior colliculus.

Direction and speed tuning of motor-cortex multi-unit activity and local field potentials during reaching movements.

Distinct types of neural reorganization during long-term learning

Dynamic range adaptation in primary motor cortical populations

Feature selectivity is stable in primary visual cortex across a range of spatial frequencies

First-spike latency information in single neurons increases when referenced to population onset

Functional network reorganization during learning in a brain-computer interface paradigm

Functional network reorganization in motor cortex can be explained by reward-modulated Hebbian learning. ⬇️

How learning unfolds in the brain: toward an optimization view

Inference from populations: going beyond models

Internal models engaged by brain-computer interface control

Latent inputs improve estimates of neural encoding in motor cortex.

Learning an Internal Dynamics Model from Control Demonstration

Learning by neural reassociation.

Limited segregation of different types of sound localization information among classes of units in the inferior colliculus.

Motor cortical control of movement speed with implications for brain-machine interface control.

Neural constraints on learning.

New neural activity patterns emerge with long-term learning

Population activity structure of excitatory and inhibitory neurons

Publisher Correction: Learning by neural reassociation

Shedding light on learning

Single spikes may suffice ⬇️

Spike-timing codes enhance the representation of multiple simultaneous sound-localization cues in the inferior colliculus.

Stabilization of a brain-computer interface via the alignment of low-dimensional spaces of neural activity

To sort or not to sort: the impact of spike-sorting on neural decoding performance.