Neuroelectrics

🎭 Can a single EEG channel predict emotions with >99% accuracy?
Using Enobio, researchers developed MLAR-Net, a ResNet+attention model that nails emotion classification from single-channel #EEG
⚡ Real-time. Lightweight. Scalable.
#AI #EmotionRecognition
📄 ieeexplore.ieee.org/stamp/stamp....

🧠 How do tDCS + acupuncture modulate brain activity in chronic pain?
Using our Starstim, researchers found distinct CBF changes with each modality in cLBP patients.
👏 Kudos to the authors!
📄 Read more: mdpi.com/2076-3425/15...
#tDCS #ChronicPain #Neuroimaging #CBF #Acupuncture

New preprint 🪢: Neural Encoding through Hierarchical Amplitude Modulation (HAM). Slower rhythms multiplicatively modulate the amplitude of faster ones, so information can live in signals, their envelopes, and envelopes‑of‑envelopes. 1/5

🧠 How do tDCS + acupuncture modulate brain activity in chronic pain?
Using our Starstim, researchers found distinct CBF changes with each modality in cLBP patients.
👏 Kudos to the authors!
#tDCS #ChronicPain #Neuroimaging #CBF #Acupuncture
📄 Read more: www.mdpi.com/2076-3425/15...

What Happens in a Dancer’s Brain During Ballet? Explore how a dancer’s brain responds to ballet movements. EEG research uncovers changes in brain activity during jumps, spins, and pliés.

🩰 Whether it’s a leap or a spin, a dancer’s brain adapts its motor and cognitive strategies to the goal.
🧠 Discover how even a simple demi-plié activates the #brain differently depending on what comes next.
👉 www.neuroelectrics.com/blog/what-ha...
#EEG #Neuroscience #DanceScience #Ballet

Effect of transcranial direct current stimulation over the dorsolateral prefrontal cortex on the accuracy of soccer decision-making Previous studies have indicated that the dorsolateral prefrontal cortex (DLPFC) is a critical brain region involved in decision-making. Transcranial direct current stimulation (tDCS) over DLPFC has...

💬 How could targeted neuromodulation be applied to optimize high-level athletic performance?

📄 Read the full study here: www.tandfonline.com/doi/abs/10.1...

⚽ Can tDCS improve soccer decision-making?
Using our Starstim (www.neuroelectrics.com/products/res...), anodal L-DLPFC tDCS boosted accuracy—but only in expert players.
👏 Great work!
#tDCS #SportsScience #DecisionMaking #BrainPerformance

Alleviating cognitive impairments in bipolar disorder with a novel DTI-guided multimodal neurostimulation protocol: a double-blind randomized controlled trial - BMC Medicine Background Traditional neuromodulation strategies show promise in enhancing cognitive abilities in bipolar disorder (BD) but remain suboptimal. This study introduces a novel multimodal neurostimulatio...

🧠 Can personalized tACS + rTMS improve cognition in BD?
Using our Starstim, DTI-guided MNS led to ↑ attention, speed & frontal activation vs. controls.
📄 Read the full study here: bmcmedicine.biomedcentral.com/articles/10....
#tACS #BipolarDisorder #Neurostimulation #CognitiveEnhancement

YouTube video by Neuroelectrics Hybrid Mobile Stroke Unit for prehospital management - acute stroke treatment and beyond.

Looking for innovative approaches to stroke management and recovery?
🎥 Watch our recorded webinar “Hybrid Mobile Stroke Unit for Prehospital Management — Acute Stroke Treatment and Beyond”
▶️ youtu.be/64dzJ3K5JXg?...

🧠 Today is #WorldStrokeDay — a reminder that every second counts.
#Stroke can happen to anyone, anytime, anywhere — yet most are preventable.
Let’s raise awareness and work together for better brain health. 💜
#StrokeAwareness #BrainHealth #Neuroelectrics

(PDF) Cognitive Enhancement through Anodal tDCS to the Left dlPFC: An EEG-Based Performance Assessment Study PDF | Transcranial Direct Current Stimulation (tDCS) is an exciting neuromodulatory instrument that can enhance executive function, working memory, and... | Find, read and cite all the research you ne...

🧠 tDCS = sharper mind?
Using our Starstim, anodal tDCS over dlPFC boosted accuracy +12%, EEG gamma +174%, beta +85%, theta +56%.
👏 Kudos to the authors! 📄 Read + researchgate.net/publication/...
#tDCS #EEG #CognitiveEnhancement #Neuroplasticity

Modeling Alzheimer’s in the Brain: How Neural Mass Models Reproduce EEG Biomarkers Alzheimer’s disease disrupts brain networks and is marked by shifts in brain rhythms detectable by EEG long before significant cell death. Recognizing these changes is vital for early detection and ta...

🧠 What if we could model Alzheimer’s inside the brain?
Our new blog post breaks down how neural mass models reveal EEG biomarkers that could help detect the disease earlier.
👉 Read + neuroelectrics.com/blog/modelin...
#Alzheimers #EEG #BrainHealth #Neuroscience #Neurotech #Neuroelectrics

YouTube video by Neuroelectrics Resolutions That Last: NeuroTech Conquering Addiction.

🧠 NeuroTech is transforming addiction treatment.
From brain mapping to tES, discover how science is driving lasting recovery.
🎥 Resolutions That Last: NeuroTech Conquering Addiction
👉 youtube.com/watch?v=w7Bd...
#Neurotech #AddictionRecovery #BrainHealth #Neuroscience

The interplay between metacontrol and mind-wandering. Evidence from an HD-tDCS study The metacontrol framework claims that cognitive control operates along a continuum between persistence and flexibility. While spontaneous mind-wandering is often considered a failure of control, emerg...

🧠 How do mind-wandering and cognitive control interact?
Using our Starstim, HD-tDCS over the left DLPFC increased persistence-style control without altering mind-wandering rate.
📄 Read the full study here: www.authorea.com/doi/full/10....
#tDCS #MindWandering #CognitiveControl #Neurotech

Neuroelectrics × Persyst | Neuroelectrics 🧠 We’re proud to announce a strategic partnership between Neuroelectrics and Persyst Development LLC, uniting two leaders in EEG technology to deliver a seamless acquisition and analysis experience. ...

🤝 #Partnership @Neuroelectrics × @PersystEEG
Enobio EEG is now fully compatible with Persyst — enabling live EEG acquisition, advanced analysis, and automated spike & seizure detection in one seamless workflow.
www.linkedin.com/feed/update/...
A powerful step forward in #EEG and #Neurotech

💬 Could gamma-band tACS help target treatment-resistant symptoms in schizophrenia by modulating oscillatory network dynamics?

📄 Read the full study here: www.nature.com/articles/s41...

🧠 Can 40Hz tACS reduce auditory hallucinations in schizophrenia?
Using our Starstim (www.neuroelectrics.com/products/res...), a 4-week RCT showed ↓ symptoms + ↑ frontal connectivity & network controllability vs. sham.

#tACS #Schizophrenia #Neurostimulation #GammaOscillations

How ChatGPT Affects Your Brain: Cognitive Costs Revealed How ChatGPT affects brain activity, memory, and ownership. Learn from a new MIT study on the cognitive impact of AI writing tools and discover smarter usage strategies.

🧠 What if using #ChatGPT was changing your brain?
A new MIT study suggests that every time we let #AI help us think or write, our brains may quietly adapt — in ways we don’t yet fully understand
Could convenience come at a cognitive cost?
👉 www.neuroelectrics.com/blog/how-cha...
#CognitiveScience

👁️ Blinks in EEG?
With Enobio (neuroelectrics.com/products/res...), a CNN model detected eye blink episodes with up to 97% accuracy across 3 setups.
👏 Well done to Izabela Rejer & Izabela Gago!

📄 Read the full study here: iopscience.iop.org/article/10.1...

#DeepLearning #EyeBlink #SignalProcessing

Transcranial direct current stimulation over the motor and premotor cortex with mirror therapy improves motor control, muscle function, and brain activity in chronic stroke: a double-blind randomized sham-controlled trial - Journal of NeuroEngineering and Rehabilitation Background Transcranial direct current stimulation (tDCS) is a popular approach to augment the effects of neurorehabilitation. Most studies stimulated the ipsilesional primary motor cortex (iM1); nonetheless, the success of iM1 stimulation was variable, suggesting that it may not be optimal for improving recovery. Ipsilesional premotor cortex (iPMC) may be an alternative candidate based on its likelihood of survival post-stroke and its contribution to functions. This study aimed to determine the effects of tDCS on the iPMC and iM1 with mirror therapy (MT) on motor control, muscle function, and brain activity in chronic stroke. Methods Thirty-six participants were randomly distributed into (1) iPMC-tDCS with MT (PMC), (2), iM1-tDCS with MT (M1), and (3) sham tDCS with MT (sham). Motor control was assessed using kinematics. Muscle function was assessed using the modified Ashworth and the Medical Research Council Scales. The M1 and PMC activity was recorded using electroencephalography (EEG), and the event-related desynchronization and the laterality index (LI) were examined. Results Significant within-group differences were identified in the kinematic outcomes. After interventions, the PMC group showed reduced paretic upper limb muscle spasticity and improved paretic limb control with greater movement smoothness and peak velocity. The M1 group showed reduced trunk compensation with fewer trunk displacement and flexion. However, the sham group relied more on trunk compensation, demonstrating increased trunk peak velocity and smoothness. Significant between-group differences were also found in paretic limb control and trunk displacement. Post-hoc analysis revealed that the PMC group improved paretic limb control, and the M1 group showed reduced trunk displacement more than the sham group. Significant within-and between-group differences were identified in EEG outcomes. The iM1 and contralesional PMC (cPMC) activity increased from pre-to-post intervention in the M1 group. In contrast, the iM1 activity decreased, and the LI declined from pre- to post-intervention in the sham group. Significant group differences were found in the iM1 activity, with the PMC and M1 having greater iM1 activation than the sham group. Conclusions Differential treatment benefits were identified between iPMC- and iM1-tDCS with MT. iPMC-tDCS with MT uniquely improved paretic upper limb control with reduced muscle spasticity while iM1-tDCS with MT mitigated trunk compensation during reaching. These findings suggest that both iPMC- and iM1-tDCS could augment the effects of stroke neurorehabilitation and may be considered in clinical applications. Trial registration ClinicalTrials.gov Identifier: NCT04655209. Registered on 15th November 2020. https://clinicaltrials.gov/study/NCT04655209 .

🧠 iPMC or iM1?
In this RCT using our Starstim, tDCS + mirror therapy improved stroke recovery.
iPMC-tDCS: ↑ limb control, ↓ spasticity
iM1-tDCS: ↓ trunk compensation
👏 Kudos to the authors!
📄Full study: jneuroengrehab.biomedcentral.com/articles/10....
#tDCS #StrokeRecovery #Neurorehab #EEG

💬 How can EEG help brands design products and campaigns that align with consumers’ unconscious preferences?
📄 Read the full study here: www.viirj.org/vol20issue1/...

Enobio 8, 20, 32 | Neuroelectrics

🧠👟 How do consumers really choose sports gear?
Using our Enobio (www.neuroelectrics.com/products/res...), researchers recorded EEG from 40 participants evaluating athletic products.
👏 Congrats to the team!
#EEG #Neuromarketing #Sportswear #ConsumerBehavior

Linking Invasive and Noninvasive Brain Stimulation | Neuroelectrics This webinar will focus on bridging invasive and noninvasive neuromodulation in Parkinson’s disease. We will discuss how DBS network mapping can be used to identify brain networks that may be targeted...

🧠 Webinar Alert!
Hear Dr. Lukas Goede discuss:
✔️ DBS network mapping in Parkinson’s
✔️ Noninvasive targeting strategies
✔️ tDCS as a predictor of DBS outcomes

📅 Join us & explore the future of neuromodulation.
👉 www.neuroelectrics.com/event-detail...

#Neurotech #Parkinsons #DBS #tDCS #webinar

Neuroelectrics and Refik Anadol | Neuroelectrics We are thrilled to announce our latest study, conducted in collaboration with artist Refik Anadol, now published in The Arts in Psychotherapy via ScienceDirect. At the The Museum of Modern Art (MoMA)...

🧠🎨 When neuroscience meets digital art, the brain lights up.
@refikanadol
’s Unsupervised hosted a study by
@starlabdf2
using Neuroelectrics EEG tech. Result: immersive #AI art significantly boosted mood and well-being.
Access the complete #PressRelease: www.linkedin.com/posts/neuroe...

Can EEG + AI decode your personal sense of beauty? 📄 Read the full study here: ieeexplore.ieee.org/stamp/stamp....

🎨 Beauty is in the brain.
Using our Enobio (www.neuroelectrics.com/products/res...), researchers classified EEG responses to artworks with >90% accuracy in subject-specific models.
👏 Brilliant work by the team!
#EEG #Neuroaesthetics #AI #XAI #BCI

(PDF) Investigating the Cognitive Edge: Could tDCS Influence Curiosity and Decision-Making Under Cognitive Load? PDF | Decision-making in unknown circumstances requires balancing exploitation-leveraging past outcomes-and exploration-seeking new information-a... | Find, read and cite all the research you need on ...

🧠 Can tDCS protect curiosity under pressure?
Using our Starstim (neuroelectrics.com/products/res...), researchers found participants under tDCS explored more—even with high cognitive load.
👏 Kudos to Ankit Singh & Varun Dutt!

researchgate.net/publication/...

#tDCS #Cognition #DecisionMaking

Decoding Prediction Errors in the Brain: A Laminar Neural Mass Model Approach This post presents a new modeling study by our team and collaborators that uncovers the neural mechanisms behind prediction error evaluation and precision weighting in the brain. Using a biophysically...

🧠 How does the brain detect “surprise”?
New blog by our research team explores how prediction errors are evaluated in the brain using a Laminar Neural Mass Model (LaNMM) & cross-frequency coupling.
🔗 Read more: www.neuroelectrics.com/blog/decodin...
#Neuroscience #PredictiveCoding #Neurotech

Establishing an external validity of virtual environments in a micro-mobility context - Transportation This study aimed to provide a multiangled comparison of the impact of real and virtual setups on the behaviour and perception of electric scooter (e-scooter) riding to examine the external validity of...

💬 How do you see EEG helping us bridge the realism gap between virtual simulations and real-world mobility studies?

📄 Read the full study here:
link.springer.com/article/10.1...

🛴 Are VR scooter studies realistic enough?
Using our Enobio (www.neuroelectrics.com/products/res...), researchers found EEG & heart rate data showed ↑ mental demand in virtual vs real riding.
👏 Kudos to the team!
#EEG #MicroMobility #VR #HumanFactors