Computational Neuroscience It's a Free Course. Enroll it before the instructor makes it to the paid course.
Course Overview
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.
What you will learn from this course
- Introduction & Basic Neurobiology (Rajesh Rao)
- What do Neurons Encode? Neural Encoding Models (Adrienne Fairhall)
- Extracting Information from Neurons: Neural Decoding (Adrienne Fairhall)
- Information Theory & Neural Coding (Adrienne Fairhall)
- Computing in Carbon (Adrienne Fairhall)
- Computing with Networks (Rajesh Rao)
- Networks that Learn: Plasticity in the Brain & Learning (Rajesh Rao)
- Learning from Supervision and Rewards (Rajesh Rao)
Course Duration: 26 Hours
Course Rating : 4.6
Corse Instructors :Rajesh P. N. Rao and Adrienne Fairhall
Offered By: University of Washington
Can I download Computational Neuroscience course?
Course videos can be downloaded for offline viewing using the Udemy mobile app on Android and iOS. Some courses may allow downloading lectures on a computer only if the instructor has enabled it, but this is not guaranteed and is not the primary method Udemy supports.Can I get a certificate after completing the course?
Yes. After successful completion of the Computational Neuroscience, learners will receive a certificate of completion. The certificate confirms that the course has been completed and can be downloaded and shared on resumes or professional profiles.Are there any other coupons available for this course?
Additional coupons for this course may be available from time to time. Coupon availability is time-limited and may change or expire at any time, so it’s recommended to check regularly for updated offers.Disclosure: This post may contain affiliate links and we may get small commission if you make a purchase. Read more about Affiliate disclosure here.
