A fun watch and overview of some of the issues (although now I feel even more pressure to help the roadmap sequel work happen, and I am already overstretched - I need more copies!). https://t.co/h10ToRNQ6D
Single cortical neurons as deep artificial neural networks.
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Aug 2021 – Apr 2025Where it's discussed
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The discussions highlight critical points from the research, noting how a single cortical neuron can be approximated by deep neural networks requiring 5-8 layers. For example, one participant discussed how attempts to simplify neuron modeling often overlook biological complexities, signaling a thoughtful critique of the original study. This tone of excitement and deep inquiry, conveyed through phrases like 'that's interesting' and 'this is a big deal', reflects a blend of admiration for the study and skepticism towards oversimplified models.
Most discussions reflect a positive view of the publication, recognizing its significance.
Posts indicate high curiosity and relevance, citing the innovative aspects of the research.
While some posts delve deeper into technical comparisons, others provide surface-level acknowledgments.
Many users believe the findings can have a substantial influence on our understanding of neural computation.
Abstract in brief
- The study introduces a method to analyze the complexity of how individual cortical neurons process information using deep neural networks (DNNs).
- A DNN with multiple layers effectively imitated the input-output behavior of specific neuron models, demonstrating its ability to generalize beyond the initial training data.
- Findings suggest that the way neurons integrate signals can be understood as recognizing patterns, highlighting the specialized structure of cortical networks that enhances their computational capabilities.
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Most liked on X and BlueskyNew video: How to Upload a Mind (In Three Not-So-Easy Steps) https://t.co/OfCZfPakZe
Yet another rediscovery that simplified abstractions of neurons are simpler than the real thing! https://t.co/3CBUhJrO2a To be fair, Beniaguev, Segev & London have a neat way of quantifying it using a kind of circuit complexity: https://t.co/qnLgIAiWOY
Single cortical neurons as deep artificial neural networks->Biological computational superiority? @bimedotcom @Khulood_Almani @theomitsa @FmFrancoise @sulefati7 @NathaliaLeHen @IanLJones98 @bamitav @rvp @sallyeaves @BetaMoroney @sonu_monika @TheAIObserverX https://t.co/5yM3SNbqVe https://t.co/I91GZAMob7
I/Oの計測がきちんとできれば、内部関数はDNNで表現できちゃう時代。 (1/n) https://t.co/t62pmolGXD
How far away are "neurons" in artificial "neural" networks compared to biological neurons? Biology is far ahead, while AI/ML is stuck in the past about what a single neuron can do! https://t.co/zStTAazugh @mikilon
All mentions
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RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @JagersbergKnut: Single cortical neurons as deep artificial neural networks->Biological computational superiority? @bimedotcom @Khulood_…
RT @JagersbergKnut: Single cortical neurons as deep artificial neural networks->Biological computational superiority? @bimedotcom @Khulood_…
RT @sespa5investiga: Single cortical neurons as deep artificial neural networks - ScienceDirect https://t.co/zZJxuP3BDS
Single cortical neurons as deep artificial neural networks->Biological computational superiority? www.sciencedirect.com/science/arti...
RT @JagersbergKnut: Single cortical neurons as deep artificial neural networks->Biological computational superiority? @bimedotcom @Khulood_…
RT @JagersbergKnut: Single cortical neurons as deep artificial neural networks->Biological computational superiority? @bimedotcom @Khulood_…
RT @JagersbergKnut: Single cortical neurons as deep artificial neural networks->Biological computational superiority? @bimedotcom @Khulood_…
RT @JagersbergKnut: Single cortical neurons as deep artificial neural networks->Biological computational superiority? @bimedotcom @Khulood_…
RT @JagersbergKnut: Single cortical neurons as deep artificial neural networks->Biological computational superiority? @bimedotcom @Khulood_…
RT @JagersbergKnut: Single cortical neurons as deep artificial neural networks->Biological computational superiority? @bimedotcom @Khulood_…
Single cortical neurons as deep artificial neural networks - ScienceDirect https://t.co/zZJxuP3BDS
RT @JagersbergKnut: Single cortical neurons as deep artificial neural networks->Biological computational superiority? @bimedotcom @Khulood_…
Single cortical neurons as deep artificial neural networks->Biological computational superiority? @bimedotcom @Khulood_Almani @theomitsa @FmFrancoise @sulefati7 @NathaliaLeHen @IanLJones98 @bamitav @rvp @sallyeaves @BetaMoroney @sonu_monika @TheAIObserverX https://t.co/5yM3SNbqVe https://t.co/I91GZAMob7
also here!!! Beniaguev, D., Segev, I., & London, M. (2021). Single cortical neurons as deep artificial neural networks. Neuron, 109(17), 2727-2739.
I don't doubt that you can gain insights from ANNs by treating them *as if* they are neurons, but cellular diversity is a real issue. Brains are full of physical tricks that alter computation - e.g. L5Bs pubmed.ncbi.nlm.nih.gov/34380016 Training ANNs likely blurs this comp across both nodes & edges
or i guess we just go here next: pubmed.ncbi.nlm.nih.gov/34380016/
Modelling the neuron as an artificial neural network has also been done by @DavidBeniaguev. "Single Cortical Neurons as Deep Artificial Neural Networks" end/ https://t.co/o64mwffxEF
@Miles_Brundage A sort of "paradox" to think about: bio neurons are fairly powerful; each equivalent of a DNN of 5-8 layers. https://t.co/dMRxmSOBmf So total human brain compute is large. Yet the experiential stream of a human is narrow: ~10 bits/s. https://t.co/XOP7rtP8FT
Single cortical neurons as deep artificial neural networks - PubMed https://t.co/PT72iAHriS
@Timothy0Leary https://t.co/tIpgQM7Pvs
Something funny about ANNs is that they are based on a grossly simplified conception of neurons but enough of them can nonetheless approximate certain neuronal behaviors anyway. https://t.co/aIgglV1rpL
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
@KeyTryer @philipcball You don’t need to assume neurons work like ANNs exactly, you just need to assume neurons are describable as functions, and if they are an ANN is capable of converging on them. This has been done to a certain extent with neuronal firing behavior https://t.co/aIgglV1Zfj
RT @Gooskying: layer5 cortical pyramidal cell is anything but a perceptron. With NMDA channels it's well modeled by CNN with 5-8 layers(!!!…
RT @Gooskying: layer5 cortical pyramidal cell is anything but a perceptron. With NMDA channels it's well modeled by CNN with 5-8 layers(!!!…
RT @Gooskying: layer5 cortical pyramidal cell is anything but a perceptron. With NMDA channels it's well modeled by CNN with 5-8 layers(!!!…
layer5 cortical pyramidal cell is anything but a perceptron. With NMDA channels it's well modeled by CNN with 5-8 layers(!!!). How come i didn't know that;( Single cortical neurons as deep artificial neural networks(2021): Neuron https://t.co/wcrOiY5KPI?
@pdhsu https://t.co/tIpgQM7hFU
@tunguz To replicate the Input/Output behavior (spikes) of a single neuron, we need a 5 to 8 layers convolutional network. 100 billion neurons per human, so the scale is not overwhelming—but the architecture seems way to complicated to replicate. https://t.co/VPeRwAZN9a
@natfriedman I thought this was 2021 paper was a useful benchmark of min repro. 2048 DNN nodes simulated 1 neuron with >99% accuracy. Page 8. https://t.co/nMEtVDDnDW
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…
@wesbos https://t.co/IUsNYX02S2
@fillpackart Take care of your dream Кооперируйся и занимайся https://t.co/JVOjKs1EKP
How to Upload a Mind (In Three Not-So-Easy Steps) https://t.co/ZhFzo6K8JR via @YouTube
Mind uploading (mind emulation) made simple. https://t.co/iLnCjYTYEb This makes me wonder how things like astral projection will work for an upload. Also, if you convert a personality as a digital file you can make any number of copies, each a distinct sentient being.
RT @anderssandberg: A fun watch and overview of some of the issues (although now I feel even more pressure to help the roadmap sequel work…
https://t.co/zCjows42Mn
The title is "how to upload a mind" and then it's describing how to simulate a brain. Aren't those are two completely different things? In the same way that "teleporting a car" and coding a racing game are different things. https://t.co/gwc6ODnz5U
Ever wondered how to upload a mind?
https://t.co/5CDG7t2DSq How to #Upload a Mind (In Three Not-So-Easy Steps)
How to Upload a Mind (In Three Not-So-Easy Steps) https://t.co/BfqIMCuRlv
RT @RationalAnimat1: New video: How to Upload a Mind (In Three Not-So-Easy Steps) https://t.co/OfCZfPakZe
RT @RationalAnimat1: New video: How to Upload a Mind (In Three Not-So-Easy Steps) https://t.co/OfCZfPakZe
RT @RationalAnimat1: New video: How to Upload a Mind (In Three Not-So-Easy Steps) https://t.co/OfCZfPakZe
RT @anderssandberg: A fun watch and overview of some of the issues (although now I feel even more pressure to help the roadmap sequel work…
RT @RationalAnimat1: New video: How to Upload a Mind (In Three Not-So-Easy Steps) https://t.co/OfCZfPakZe
RT @anderssandberg: A fun watch and overview of some of the issues (although now I feel even more pressure to help the roadmap sequel work…
RT @anderssandberg: A fun watch and overview of some of the issues (although now I feel even more pressure to help the roadmap sequel work…
A fun watch and overview of some of the issues (although now I feel even more pressure to help the roadmap sequel work happen, and I am already overstretched - I need more copies!). https://t.co/h10ToRNQ6D
How to Upload a Mind (In Three Not-So-Easy Steps) — Rational Animations https://t.co/7yTTByObLU
New video: How to Upload a Mind (In Three Not-So-Easy Steps) https://t.co/OfCZfPakZe
New video: How to Upload a Mind (In Three Not-So-Easy Steps) - https://t.co/OfCZfPakZe
@Hitchslap1 https://t.co/HCpB8OrC0F i think this is the study that shows that NMDA neurons are significantly more computationally complex when compared to artificial neurons in the context of deep learning
RT @suishess: I/Oの計測がきちんとできれば、内部関数はDNNで表現できちゃう時代。 (1/n) https://t.co/t62pmolGXD
@ThaWoodChipper https://t.co/iF6bMLe2N2
@plovener @ESYudkowsky @jd_pressman #2 https://t.co/WgW1iw7eIJ
@plovener @ESYudkowsky @jd_pressman I think these are the two I was seeing: https://t.co/OccqaLZHr4 https://t.co/WgW1iw7eIJ
This is a big deal. It has been proven a perceptron cannot solve XOR data due to the fact that is linearly non-separable. A recent paper from Michael London's lab shows it takes a 5-8 layer convolutional neural network to learn a single cortical neuron. https://t.co/dVKUfj2PYp
Reminiscent of this from last year: https://t.co/FXNwQTZiB0
@ID_AA_Carmack So this is relevant and interesting: https://t.co/nMEtVDDnDW (pg 7) 1 cortical neuron modeled best as a 2048 param DNN (with decent approx down to 128 params) Leads me to believe we haven’t found the right arch for AGI yet
@hardmaru @tszzl @markdhumphries I was curious if neuron or synapse count a better analog for DNN parameter count. This 2021 paper shows a 2048 param DNN effectively models one cortical neuron: https://t.co/nMEtVDDnDW (page 8)
@Malte_Dehling @fchollet About 2000 for best performance according to this: https://t.co/BW5FYe4FXe
1 biological neuron in your brain is like 1000 artificial neurons in 5-8 layers of deep learning architecture https://t.co/wJDi3ftTT6 https://t.co/1Z0TiOhzfS
RT @cnl_mbu_iisc: How far away are "neurons" in artificial "neural" networks compared to biological neurons? Biology is far ahead, while AI…
RT @cnl_mbu_iisc: How far away are "neurons" in artificial "neural" networks compared to biological neurons? Biology is far ahead, while AI…
RT @cnl_mbu_iisc: How far away are "neurons" in artificial "neural" networks compared to biological neurons? Biology is far ahead, while AI…
RT @suishess: I/Oの計測がきちんとできれば、内部関数はDNNで表現できちゃう時代。 (1/n) https://t.co/t62pmolGXD
RT @cnl_mbu_iisc: How far away are "neurons" in artificial "neural" networks compared to biological neurons? Biology is far ahead, while AI…
How far away are "neurons" in artificial "neural" networks compared to biological neurons? Biology is far ahead, while AI/ML is stuck in the past about what a single neuron can do! https://t.co/zStTAazugh @mikilon
RT @hernangraffe: https://t.co/6znst81yGL
https://t.co/6znst81yGL
RT @suishess: I/Oの計測がきちんとできれば、内部関数はDNNで表現できちゃう時代。 (1/n) https://t.co/t62pmolGXD
I/Oの計測がきちんとできれば、内部関数はDNNで表現できちゃう時代。 (1/n) https://t.co/t62pmolGXD
This is just interesting https://t.co/TKdTIWAnye
RT @HebrewU: @HebrewU @ELSCbrain brain researchers @DavidBeniaguev, Michael London and @Segev_Lab used a machine learning approach to qua…
@HebrewU @ELSCbrain brain researchers @DavidBeniaguev, Michael London and @Segev_Lab used a machine learning approach to quantify just how smart our neurons are. More @NeuroCellPress, https://t.co/OF3p0wsMk8 https://t.co/eUtdovC6Ld
RT @thaliafung: @OACerebro El funcionamiento de una sola neurona ha sido modelado, fue necesaria para capturar el mapeo (input/output), en…
RT @anderssandberg: Yet another rediscovery that simplified abstractions of neurons are simpler than the real thing! https://t.co/3CBUhJrO2…
@OACerebro El funcionamiento de una sola neurona ha sido modelado, fue necesaria para capturar el mapeo (input/output), en un modelo realista de una célula piramidal cortical, una red neuronal profunda de cinco a ocho capas. https://t.co/1TNA5IPOWg
Yet another rediscovery that simplified abstractions of neurons are simpler than the real thing! https://t.co/3CBUhJrO2a To be fair, Beniaguev, Segev & London have a neat way of quantifying it using a kind of circuit complexity: https://t.co/qnLgIAiWOY
Single cortical neurons as deep artificial neural networks: Neuron https://t.co/sdh9WC63PV
Training a DNN to learn a MODEL of a neuron allows it to GENERALIZE to out-of-distribution environments https://t.co/q2VbVOam1F brilliant approach that is conceptually novel and tests many models of biological NNs simultaneously
well this looks cool https://t.co/tSAVt7xlBq