Joseph T. Francis

According to our database1, Joseph T. Francis authored at least 29 papers between 2004 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
Reward-dependent Graded Suppression of Sensorimotor Beta-band Local Field Potentials During an Arm Reaching Task in NHP.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

High Classification Accuracy of Touch Locations from S1 LFPs Using CNNs and Fastai.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Improved Grip Force Prediction Using a Loss Function that Penalizes Reward Related Neural Information.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2019
Emotional Valence Tracking and Classification via State-Space Analysis of Facial Electromyography.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

Real-Time Seizure State Tracking Using Two Channels: A Mixed-Filter Approach.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018
Near Perfect Neural Critic from Motor Cortical Activity Toward an Autonomously Updating Brain Machine Interface.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Evolutionary algorithm optimization of biological learning parameters in a biomimetic neuroprosthesis.
IBM J. Res. Dev., 2017

2016
Reward value is encoded in primary somatosensory cortex and can be decoded from neural activity during performance of a psychophysical task.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Cortical Spiking Network Interfaced with Virtual Musculoskeletal Arm and Robotic Arm.
Frontiers Neurorobotics, 2015

Kernel Temporal Differences for Neural Decoding.
Comput. Intell. Neurosci., 2015

Repairing lesions via kernel adaptive inverse control in a biomimetic model of sensorimotor cortex.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

2014
Towards a real-time interface between a biomimetic model of sensorimotor cortex and a robotic arm.
Pattern Recognit. Lett., 2014

Motor Cortex Microcircuit Simulation Based on Brain Activity Mapping.
Neural Comput., 2014

Neural Decoding with Kernel-Based Metric Learning.
Neural Comput., 2014

A Tensor-Product-Kernel Framework for Multiscale Neural Activity Decoding and Control.
Comput. Intell. Neurosci., 2014

Correntropy kernel temporal differences for reinforcement learning brain machine interfaces.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Electronically induced contrast enhancement in whisker S1 cortical response fields.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Reinforcement Learning of Two-Joint Virtual Arm Reaching in a Computer Model of Sensorimotor Cortex.
Neural Comput., 2013

Information-theoretic metric learning: 2-D linear projections of neural data for visualization.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Properties of a temporal difference reinforcement learning brain machine interface driven by a simulated motor cortex.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Decoding stimuli from multi-source neural responses.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Subspace matching thalamic microstimulation to tactile evoked potentials in rat somatosensory cortex.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
An adaptive decoder from spike trains to micro-stimulation using kernel least-mean-squares (KLMS).
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Stochastic kernel temporal difference for reinforcement learning.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Evaluating dependence in spike train metric spaces.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Optimizing microstimulation using a reinforcement learning framework.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Reinforcement learning via kernel temporal difference.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
A novel family of non-parametric cumulative based divergences for point processes.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

2004
Force field apparatus for investigating movement control in small animals.
IEEE Trans. Biomed. Eng., 2004


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