Research graph
References from CLEAR-FORCE: A reservoir computing framework for closed-loop brain stimulation. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1176/appi.ajp.2021.20101429
10.1176/appi.ajp.2021.20101429 · External reference
10.1212/wnl.0000000000004295
10.1212/wnl.0000000000004295 · External reference
Similarities between the responses to ANT - DBS and prior VNS in refractory epilepsy
10.1002/brb3.983 · 2018 · External reference
10.1002/mds.25923
10.1002/mds.25923 · External reference
Optimal number of stimulation contacts for coordinated reset neuromodulation
2013 · External reference
10.1016/j.mayocp.2011.08.005
10.1016/j.mayocp.2011.08.005 · External reference
10.1371/journal.pbio.3001973
10.1371/journal.pbio.3001973 · External reference
10.1016/j.brs.2011.10.001
10.1016/j.brs.2011.10.001 · External reference
10.1016/j.clinph.2004.05.031
10.1016/j.clinph.2004.05.031 · External reference
Next-generation closed-loop neural interfaces: circuit and AI-driven innovations
10.1109/mssc.2023.3309782 · 2023 · External reference
10.1002/ana.23951
10.1002/ana.23951 · External reference
The RNS System: responsive cortical stimulation for the treatment of refractory partial epilepsy
10.1586/17434440.2014.947274 · 2014 · External reference
10.1371/journal.pcbi.1006606
10.1371/journal.pcbi.1006606 · External reference
Machine learning in deep brain stimulation: A systematic review
10.1016/j.artmed.2021.102198 · 2021 · External reference
A framework for designing data-driven optimization systems for neural modulation
10.1088/1741-2552/abd048 · 2021 · External reference
10.1109/tnsre.2018.2852222
10.1109/tnsre.2018.2852222 · External reference
Particle swarm optimization for programming deep brain stimulation arrays
10.1088/1741-2552/aa52d1 · 2017 · External reference
Closed-loop optimization of transcranial magnetic stimulation with electroencephalography feedback
10.1016/j.brs.2022.01.016 · 2022 · External reference
10.1371/journal.pcbi.1011674
10.1371/journal.pcbi.1011674 · External reference
Control of neural systems at multiple scales using model-free, deep reinforcement learning
10.1038/s41598-018-29134-x · 2018 · External reference
Seizure Control in a Computational Model Using a Reinforcement Learning Stimulation Paradigm
10.1142/s0129065717500125 · 2017 · External reference
10.23919/acc.2019.8815197
10.23919/acc.2019.8815197 · External reference
10.1007/s00422-021-00874-w
10.1007/s00422-021-00874-w · External reference
10.1038/s41467-017-02753-0
10.1038/s41467-017-02753-0 · External reference
10.1038/s41586-023-06094-5
10.1038/s41586-023-06094-5 · External reference
10.1038/nbt.4200
10.1038/nbt.4200 · External reference
10.1038/s41586-021-03506-2
10.1038/s41586-021-03506-2 · External reference
10.1016/j.clinph.2019.09.021
10.1016/j.clinph.2019.09.021 · External reference
A 1.83$\backslashmu $ J/Classification, 8-Channel, Patient-Specific Epileptic Seizure Classification SoC Using a Non-Linear Support Vector Machine
2015 · External reference
SOUL: An energy-efficient unsupervised online learning seizure detection classifier
10.1109/jssc.2022.3172231 · 2022 · External reference
NURIP: Neural interface processor for brain-state classification and programmable-waveform neurostimulation
10.1109/jssc.2018.2869579 · 2018 · External reference
NeuralTree: A 256-channel 0.227-μJ/class versatile neural activity classification and closed-loop neuromodulation SoC
10.1109/jssc.2022.3204508 · 2022 · External reference
An 8-channel scalable EEG acquisition SoC with patient-specific seizure classification and recording processor
2012 · External reference
10.1063/5.0233158
10.1063/5.0233158 · External reference
10.1063/5.0111131
10.1063/5.0111131 · External reference
Closed-loop brain stimulation
2024 · External reference
10.1109/tnn.2003.820440
10.1109/tnn.2003.820440 · External reference
Effects of transcranial alternating current stimulation on Spike train correlation in two-compartment model neurons
2025 · External reference
10.1111/j.1460-9568.2006.04717.x
10.1111/j.1460-9568.2006.04717.x · External reference
10.1126/scitranslmed.aay7680
10.1126/scitranslmed.aay7680 · External reference
Subthalamic theta activity: a novel human subcortical biomarker for obsessive compulsive disorder
10.1038/s41398-018-0165-z · 2018 · External reference
10.1038/s41591-021-01480-w
10.1038/s41591-021-01480-w · External reference
10.1371/journal.pbio.3000833
10.1371/journal.pbio.3000833 · External reference
10.1007/s10827-014-0499-3
10.1007/s10827-014-0499-3 · External reference
10.1016/j.expneurol.2007.01.027
10.1016/j.expneurol.2007.01.027 · External reference
10.1016/j.tins.2007.05.004
10.1016/j.tins.2007.05.004 · External reference
10.1136/jnnp.64.2.273
10.1136/jnnp.64.2.273 · External reference
10.1016/j.neuron.2006.09.020
10.1016/j.neuron.2006.09.020 · External reference
10.1152/jn.00424.2020
10.1152/jn.00424.2020 · External reference
The striatal skeleton: Medium spiny projection neurons and their lateral connections
10.1016/b978-0-12-374767-9.00005-6 · 2010 · External reference
Principled neuromorphic reservoir computing
10.1038/s41467-025-55832-y · 2025 · External reference
10.23919/vlsicircuits52068.2021.9492480
10.23919/vlsicircuits52068.2021.9492480 · External reference
10.1523/jneurosci.3248-18.2019
10.1523/jneurosci.3248-18.2019 · External reference
10.1016/s0896-6273(01)00460-3
10.1016/s0896-6273(01)00460-3 · External reference
Unsupervised pipeline for the identification of cortical excitatory and inhibitory neurons in high-density multielectrode arrays with ground-truth validation, “
10.7554/elife.106557 · 2025 · External reference
