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Computational Neuroscience

14 resources

Level
Type

📹Videos(1)

video👁️ 0

Neural Networks Chapter 1

3Blue1Brown intro to neural networks relevant to comp neuro

beginner🇬🇧

🎓Courses(3)

course👁️ 0

Computational Neuroscience

This course provides an introduction to basic computational methods for understanding what nervous systems do and for determining how they function. We will explore the computational principles governing various aspects of vision, sensory-motor control, learning, and memory. Specific topics that will be covered include representation of information by spiking neurons, processing of information in neural networks, and algorithms for adaptation and learning. We will make use of Matlab/Octave/Python demonstrations and exercises to gain a deeper understanding of concepts and methods introduced in the course. The course is primarily aimed at third- or fourth-year undergraduates and beginning graduate students, as well as professionals and distance learners interested in learning how the brain processes information.

advanced🇬🇧
course👁️ 0

Computational Neuroscience

This course provides an introduction to basic computational methods for understanding what nervous systems do and for determining how they function. We will explore the computational principles governing various aspects of vision, sensory-motor control, learning, and memory. Specific topics that will be covered include representation of information by spiking neurons, processing of information in neural networks, and algorithms for adaptation and learning. We will make use of Matlab/Octave/Python demonstrations and exercises to gain a deeper understanding of concepts and methods introduced in the course. The course is primarily aimed at third- or fourth-year undergraduates and beginning graduate students, as well as professionals and distance learners interested in learning how the brain processes information.

beginner🇬🇧
course👁️ 0

Neural Dynamics

The activity of neurons in the brain and the code used by these neurons is described by mathematical neuron models at different levels of detail.

intermediate🇬🇧

📚Books(2)

book👁️ 0

Theoretical Neuroscience

Theoretical Neuroscience - A book resource

intermediate🇬🇧
book👁️ 0

Dynamical Systems in Neuroscience

Dynamical Systems in Neuroscience - A book resource

intermediate🇬🇧

🌐Websites(6)

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website👁️ 0

Brian2 Simulator

Python-based neural simulator, free

beginner🇬🇧
website👁️ 0

NEURON Simulator

Free software for modeling neurons

beginner🇬🇧
website👁️ 0

Neuromatch Academy

Free computational neuroscience tutorials and courses

beginner🇬🇧
website👁️ 0

neuromatch.io

Neuromatch.io is the hub for Neuromatch’s online neuroscience education and community resources, offering free materials for learning computational neuroscience—courses, lectures, tutorials, and code notebooks—along with information about events and the Neuromatch Academy.

intermediate🇬🇧
website👁️ 0

compneurosci.com

Compneurosci.com is a learning resource for computational neuroscience. It provides approachable explanations, tutorials, and curated materials on neural modeling, simulations, and data analysis to help students and researchers build foundational skills.

intermediate🇬🇧
website👁️ 0

modeldb.yale.edu

ModelDB is a curated online repository of computational neuroscience models and simulations, where researchers share neuron and network models, parameters, and runnable code. It provides downloadable model files (e.g., NEURON, GENESIS) along with metadata to facilitate reuse, replication, and exploration of neural circuits.

intermediate🇬🇧

🎙️Podcasts(2)

podcast👁️ 0

The Model

The Model Health Show is a fun, entertaining, and enlightening look at health and fitness. No subject is off limits here! World-renown author and nutritionist Shawn Stevenson breaks down complex health issues and makes them easy to understand and overcome. Whether it's weight loss, chronic fatigue, heart disease, diet, exercise, sex, hormones, sleep problems, or countless other health topics, the insights you get here will help you transform your health and live your best life ever.

beginner🌐
podcast👁️ 0

Neuromorphic

The first green tech AI agent & first NFT minting on the topic of Neuromorphic Computing. Part of the multi chain $NEURO ecosystem. 📚 Education First: Advocating for Neuromorphicism through blogs, tweets, podcasts, and videos. Learn-to-Earn: Rewarding community members with $NEURO for completing courses and contributing to Neuromorphicism knowledge. Collaboration: Join us in reshaping the future of AI and sustainability.

beginner🌐

Frequently Asked Questions

What are the best free resources to learn Computational Neuroscience?

Dantes has curated 7 resources for Computational Neuroscience, including 2 videos, 2 courses, 3 websites. All resources are hand-picked for quality — no algorithmic filler. Browse the full list above to find the format that works best for you.

Is Computational Neuroscience hard to learn?

Computational Neuroscience is approachable at the beginner level — there are resources here specifically for those starting from scratch. As you progress, intermediate and advanced material is also available to take your skills further.

What types of Computational Neuroscience learning resources are available on Dantes?

For Computational Neuroscience, Dantes has curated 2 videos, 2 courses, 3 websites. Each resource type serves a different learning style: videos and YouTube for visual learners, books for depth, courses for structured progression, and websites for quick reference.

How does Dantes select Computational Neuroscience resources?

Dantes is an algorithm-free learning directory. Resources are hand-curated based on quality, accuracy, and usefulness — not engagement metrics or paid placements. The goal is to surface the best learning material for Computational Neuroscience, whether it's a free YouTube series, a classic textbook, or an open courseware from a top university.

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