Predicting voluntary movements from motor cortical activity with neuromorphic hardware
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Iulia-Alexandra Lungu | Martin P. Nawrot | Michael Schmuker | Alexa Riehle | A. Riehle | M. Nawrot | Iulia-Alexandra Lungu | M. Schmuker
[1] Michael Schmuker,et al. A neuromorphic network for generic multivariate data classification , 2014, Proceedings of the National Academy of Sciences.
[2] Giacomo Indiveri,et al. Neuromorphic Engineering , 2015, Handbook of Computational Intelligence.
[3] M. Mitchell Waldrop,et al. The chips are down for Moore’s law , 2016, Nature.
[4] M. Sahani,et al. Cortical control of arm movements: a dynamical systems perspective. , 2013, Annual review of neuroscience.
[5] C. Mehring,et al. Comparing information about arm movement direction in single channels of local and epicortical field potentials from monkey and human motor cortex , 2004, Journal of Physiology-Paris.
[6] J. Donoghue,et al. Primary Motor Cortex Tuning to Intended Movement Kinematics in Humans with Tetraplegia , 2008, The Journal of Neuroscience.
[7] Giacomo Indiveri,et al. A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses , 2015, Front. Neurosci..
[8] Jim D. Garside,et al. Overview of the SpiNNaker System Architecture , 2013, IEEE Transactions on Computers.
[9] Carver Mead,et al. Analog VLSI and neural systems , 1989 .
[10] Corey M. Thibeault,et al. A role for neuromorphic processors in therapeutic nervous system stimulation , 2014, Front. Syst. Neurosci..
[11] Miguel A. L. Nicolelis,et al. Principles of neural ensemble physiology underlying the operation of brain–machine interfaces , 2009, Nature Reviews Neuroscience.
[12] S. Meagher. Instant neural control of a movement signal , 2002 .
[13] C. Mehring,et al. Inference of hand movements from local field potentials in monkey motor cortex , 2003, Nature Neuroscience.
[14] Thomas Rost,et al. A neuromorphic approach to auditory pattern recognition in cricket phonotaxis , 2013, 2013 European Conference on Circuit Theory and Design (ECCTD).
[15] A. Riehle,et al. Monkey primary motor and premotor cortex: single-cell activity related to prior information about direction and extent of an intended movement. , 1989, Journal of neurophysiology.
[16] Gisbert Schneider,et al. Processing and classification of chemical data inspired by insect olfaction , 2007, Proceedings of the National Academy of Sciences.
[17] E. Fetz,et al. Direct control of paralyzed muscles by cortical neurons , 2008, Nature.
[18] A. Aertsen,et al. Dynamic Encoding of Movement Direction in Motor Cortical Neurons , 2009, The Journal of Neuroscience.
[19] David Sussillo,et al. A recurrent neural network for closed-loop intracortical brain–machine interface decoders , 2012, Journal of neural engineering.
[20] Andreas Schulze-Bonhage,et al. Prediction of arm movement trajectories from ECoG-recordings in humans , 2008, Journal of Neuroscience Methods.
[21] Eran Stark,et al. Predicting Movement from Multiunit Activity , 2007, The Journal of Neuroscience.
[22] E.J. Brauer,et al. Real-time interaction between a neuromorphic electronic circuit and the spinal cord , 2001, IEEE Transactions on Neural Systems and Rehabilitation Engineering.
[23] Gerwin Schalk,et al. A brain–computer interface using electrocorticographic signals in humans , 2004, Journal of neural engineering.
[24] Rodrigo Quian Quiroga,et al. Past, present and future of spike sorting techniques , 2015, Brain Research Bulletin.
[25] Stefan Rotter,et al. Single-trial estimation of neuronal firing rates: From single-neuron spike trains to population activity , 1999, Journal of Neuroscience Methods.
[26] Jerald D. Kralik,et al. Real-time prediction of hand trajectory by ensembles of cortical neurons in primates , 2000, Nature.
[27] A P Georgopoulos,et al. On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex , 1982, The Journal of neuroscience : the official journal of the Society for Neuroscience.
[28] Dawn M. Taylor,et al. Direct Cortical Control of 3D Neuroprosthetic Devices , 2002, Science.
[29] Jon A. Mukand,et al. Neuronal ensemble control of prosthetic devices by a human with tetraplegia , 2006, Nature.
[30] Andrew S. Cassidy,et al. A million spiking-neuron integrated circuit with a scalable communication network and interface , 2014, Science.
[31] Kwabena Boahen,et al. Design and validation of a real-time spiking-neural-network decoder for brain–machine interfaces , 2013, Journal of neural engineering.
[32] P. Kennedy,et al. Restoration of neural output from a paralyzed patient by a direct brain connection , 1998, Neuroreport.
[33] U. Mitzdorf. Current source-density method and application in cat cerebral cortex: investigation of evoked potentials and EEG phenomena. , 1985, Physiological reviews.
[34] Johannes Schemmel,et al. Six Networks on a Universal Neuromorphic Computing Substrate , 2012, Front. Neurosci..
[35] Rodrigo Alvarez-Icaza,et al. Neurogrid: A Mixed-Analog-Digital Multichip System for Large-Scale Neural Simulations , 2014, Proceedings of the IEEE.
[36] Andrew S. Whitford,et al. Cortical control of a prosthetic arm for self-feeding , 2008, Nature.
[37] G. Schöner,et al. Preshaping and continuous evolution of motor cortical representations during movement preparation , 2003, The European journal of neuroscience.
[38] Johannes Schemmel,et al. A wafer-scale neuromorphic hardware system for large-scale neural modeling , 2010, Proceedings of 2010 IEEE International Symposium on Circuits and Systems.
[39] Thomas Nowotny,et al. Comparing Neuromorphic Solutions in Action: Implementing a Bio-Inspired Solution to a Benchmark Classification Task on Three Parallel-Computing Platforms , 2019 .
[40] Kwabena Boahen,et al. A Brain-Machine Interface Operating with a Real-Time Spiking Neural Network Control Algorithm , 2011, NIPS.
[41] J. White. Neural engineering , 2007, Annals of Biomedical Engineering.
[42] Sonja Grün,et al. Local field potentials in primate motor cortex encode grasp kinetic parameters , 2015, NeuroImage.
[43] A. Riehle,et al. Mapping the spatio-temporal structure of motor cortical LFP and spiking activities during reach-to-grasp movements , 2013, Front. Neural Circuits.
[44] Giacomo Indiveri,et al. Synthesizing cognition in neuromorphic electronic systems , 2013, Proceedings of the National Academy of Sciences.
[45] Sara Marceglia,et al. Neurophysiology of deep brain stimulation. , 2012, International review of neurobiology.