Ido Aizenbud Profile
Ido Aizenbud

@IdoAizenbud

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Computational Neuroscience PhD Student at @ELSCbrain @HebrewU @idoai.bsky.social @[email protected] @ido4848@threads

Israel
Joined June 2012
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@IdoAizenbud
Ido Aizenbud
8 months
Human cortical pyramidal neurons are larger, exhibit more complex branching patterns, and feature distinctly nonlinear biophysical properties compared to rat cortical pyramidal neurons. Do these unique characteristics make human neurons more functionally complex?.Would that
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@IdoAizenbud
Ido Aizenbud
2 days
RT @deangeckt: Excited to share my first first-author paper 🎉 “Strategies of Code-switching in Human-Machine Dialogs”. From my MSc in com….
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arxiv.org
Most people are multilingual, and most multilinguals code-switch, yet the characteristics of code-switched language are not fully understood. We developed a chatbot capable of completing a Map...
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@IdoAizenbud
Ido Aizenbud
13 days
Dive into the full review here 📷 We would love to hear where you think single-neuron modeling should go next!.
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frontiersin.org
The human brain’s remarkable computational power enables parallel processing of vast information, integrating sensory inputs, memories, and emotions for rapi...
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@IdoAizenbud
Ido Aizenbud
13 days
Looking ahead, we reckon the next leap will come from combining high-resolution EM reconstructions of entire human neurons with emerging voltage-imaging tools. These hybrid biophysical/AI models promise to clarify how single-cell properties scale up to network dynamics—and.
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@IdoAizenbud
Ido Aizenbud
13 days
Human neurons are more functionally complex: their richer morphology and stronger synaptic nonlinearities give them extra computational power. Fitting deep neural nets to match human input-output dynamics consistently required greater network depth than for rodent models.
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@IdoAizenbud
Ido Aizenbud
13 days
Single human neurons are wired to perform nontrivial logical computations before even reaching the axon! Thanks to extensive dendritic branching and specialized voltage-gated currents, HL2/3 PNs support roughly 25 independent NMDA-spike compartments—almost twice what rat neurons
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@IdoAizenbud
Ido Aizenbud
13 days
Dendritic load imposed on human dendrites accelerates EPSP propagation down the dendrites, while dendritic high‐density of h-channels enables faithful transfer of theta-band signals (that are associated with various learning and memory processes) from dendrites to soma.
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@IdoAizenbud
Ido Aizenbud
13 days
Load is all you need. The extensive membrane surface area of the dendrites “loads” the soma with additional capacitance and conductance. This load imposed on the axon initial segment makes action potentials at the soma remarkably “kinky” – with a steeper rise of voltage, yet
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@IdoAizenbud
Ido Aizenbud
13 days
In our new mini-review “Biophysical and computational insights from modeling human cortical pyramidal neurons” ( in @FrontNeurosci, with @SapirShapira2, @danielayoeli, @YLeibner, Huib Mansvelder, Christiaan de Kock, @mikilon, and @Segev_Lab,. We bring.
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frontiersin.org
The human brain’s remarkable computational power enables parallel processing of vast information, integrating sensory inputs, memories, and emotions for rapi...
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@IdoAizenbud
Ido Aizenbud
13 days
What makes human pyramidal neurons uniquely suited for complex information processing? How can human neurons’ distinct properties contribute to our advanced cognitive abilities?
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@IdoAizenbud
Ido Aizenbud
2 months
RT @ArtemKRSV: Turns out apical and basal dendrites learn differently!.In the newest video i explore an amazing recent paper by William Wri….
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@IdoAizenbud
Ido Aizenbud
4 months
Proud to contribute to this large-scale, multi-lab, open-source collaboration led by @LecoqJerome and @AllenInstitute OpenScope to study predictive processing in the brain. Explore our review and planned studies on arXiv:
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arxiv.org
This review synthesizes advances in predictive processing within the sensory cortex. Predictive processing theorizes that the brain continuously predicts sensory inputs, refining neuronal...
@LecoqJerome
JĂŠrĂ´me Lecoq
4 months
How does our brain predict the future? Our review of predictive processing + research program is now on arXiv 50+ neuroscientists distributed across the world worked together to create this unique community project.
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@IdoAizenbud
Ido Aizenbud
4 months
RT @deangeckt: New neurons in the Neuron SWC Editor. These are abstract neurons that obey Rall’s equivalent electrotonic constraints, each….
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@IdoAizenbud
Ido Aizenbud
5 months
Just got back from the GRC Dendrites meeting in Ventura, California! I presented my research on how single neurons can implement complex nonlinear functions — amazing discussions and brilliant minds all around. #Neuroscience #GRCdendrites #ComputationalNeuroscience
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@IdoAizenbud
Ido Aizenbud
5 months
RT @mikilon: Neuroscience Unleashed in Jerusalem July 20–24 2025.An international graduate school on consciousness, NeuroAI, brain-machine….
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@IdoAizenbud
Ido Aizenbud
5 months
RT @geckt65351: 🧠 Updated my open-source SWC Neuron Morphology Editor (runs directly in-browser!)—now with 3D views & custom segment colors….
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@IdoAizenbud
Ido Aizenbud
7 months
A few wonderful days at #ISFN2025, getting a taste of the current state of neuroscience research in Israel. It was especially exciting to attend a plenary lecture by @brainrhythms that his book "The Brain from Inside Out" really inspired me even before I started my PhD.
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@IdoAizenbud
Ido Aizenbud
7 months
RT @geckt65351: 🧠 Built an open-source SWC neuron morphology editor! Visualize and edit neuronal structures in 2D, with easy import/export….
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@IdoAizenbud
Ido Aizenbud
8 months
Check out the full story in our preprint. We welcome your feedback and hope this sparks new directions in exploring how single-neuron complexity scales up to network-level functions. (10/10). bioRxiv:
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biorxiv.org
Humans exhibit unique cognitive abilities within the animal kingdom, but the neural mechanisms driving these advanced capabilities remain poorly understood. Human cortical neurons differ from those...
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