Semanlink - Neuroscience AND AI

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Neuroscience AND AI

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Computational Neuroscience

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Brain vs Deep Learning

17 Documents (Short List)

[2201.00042] Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments

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2022-06-26 About

Modeling AI on the Language of Brain Circuits and Architecture | Wu Tsai Neurosciences Institute

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2021-10-20 About

Modeling AI on the Language of Brain Circuits and Architecture | Wu Tsai Neurosciences Institute

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2021-09-12 About

How can synaptic plasticity lead to meaningful learning?

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2021-05-14 About

Equilibrium Propagation: Bridging the Gap between Energy-Based Models and Backpropagation | Frontiers in Computational Neuroscience

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2021-03-19 About

[2003.03384] AutoML-Zero: Evolving Machine Learning Algorithms From Scratch

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2020-03-17 About

[1807.00082] Amanuensis: The Programmer's Apprentice

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**The use of natural language to facilitate communication
between the expert programmer and apprentice AI system.**

> an overview of the material covered in a course taught at Stanford in the spring quarter of 2018. The course draws upon **insight from cognitive and systems neuroscience to implement hybrid connectionist and symbolic reasoning systems** that leverage and extend the state of the art in machine learning **by integrating human and machine intelligence**. As a concrete example we focus on digital assistants that learn from continuous dialog with an expert software engineer while providing initial value as powerful analytical, computational and mathematical savants.

> [#Dehaene](/tag/stanislas_dehaene)'s work extends the [#Global Workspace Theory](/tag/global_workspace_theory) of Bernard Baars. Dehaene’s version of the theory combined with Yoshua Bengio’s concept of a [#consciousness prior](/tag/consciousness_prior.html) and deep reinforcement learning suggest a model for constructing and maintaining the cognitive states that arise and persist during complex problem solving.

2019-11-12 About

[1908.01580] The HSIC Bottleneck: Deep Learning without Back-Propagation

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2019-08-15 About

Towards bridging the gap between deep learning and brains

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2018-10-23 About

Stanford Seminar - "Can the brain do back-propagation?" - Geoffrey Hinton

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2018-01-22 About

Facial Recognition: Cracking the Brain’s Code | CNRS News

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2017-09-07 About

Computational Neuroscience: Why does the brain adopt mechanisms like sparse coding to represent the environment? - Quora

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2017-06-19 About

[1611.04228] Learning Sparse, Distributed Representations using the Hebbian Principle

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2017-04-28 About

How Mimicking Brain Function is Revolutionising NLP - Dataconomy

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2017-04-28 About

The Clever Machine | Topics in Computational Neuroscience & Machine Learning

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2016-09-17 About

Neural backpropagation - Wikipedia, the free encyclopedia

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2016-01-03 About

IBM's 'Rodent Brain' Chip Could Make Our Phones Hyper-Smart | WIRED

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2015-08-18 About

Properties

sl:creationDate : 2019-10-31
sl:creationTime : 2019-10-31T13:49:51Z
rdf:type : sl:Tag
skos:altLabel : Neuroscience AND Machine learning
skos:prefLabel : Neuroscience AND AI