Institute of Neuroinformatics

This page will be modified and updated as the semester progresses

Spring Semester 2012

Computation in Neural Systems:

Biological and Computational Vision

Thursdays 17.15 h to 19.00 h


Location: Y35 F 32

(See plan here)


The course starts on Thursday, February 23, 2011

Organizers: Daniel Kiper, Prof. K.A.C. Martin
Teaching Assistent To be announced


This interdisciplinary course is open to all students of the University of Zurich and of the ETH Zurich. Typically, our students come from Biology, Physics, Mathematics, Computer Science, and Psychology. Whether you intend to take the course for credit or to just sit in it, you do not have to ask permission, everybody is welcome.

Materials. The topics covered in each lecture are summarized in the slides used for each lecture, which are available on this website (in pdf format). The main material for the course is therefore your own notes, taken during the lectures. For some lectures, we have additional text, which is also distributed in class. People who would like to know more about vision may want to look at a book: Wandell, B. (1995) Foundations of Vision. Sunderland, MA: Sinauer. Here you can see a few relevant chapters. For copyright reasons, the chapters are in a zip, password protected file. I can communicate you the password during class.

Assistance. If you do not understand something, fix an appointment with the appropriate lecturer. If you miss a lecture, download the handout and ask a friend to explain to you what is going on. 

Exercises. The exercises will be explained as the semester progresses. Their nature ranges from online experiments to readings of papers.
You have to submit most exercises to me and Janie by email. You need to have made a reasonable attempt to solve at least 75% of exercises throughout the semester to receive the testat.

Final exam information:
The final exam is a 20 min oral examination on the material covered during the lectures and the exercises.
Language: The course's official language is English, but you are free to ask questions in German. You can also speak German during the exam if you prefer.


Current Syllabus
These are the main themes, they will be expanded as we go along...keep checking the page regularly.

Feb. 23: Introduction and organizational issues (D. Kiper). Here are the slides.

March 1: End of introduction, Noise in the visual system. Here are the slides. Here are the first exercises.
And here is the answer sheet.

March 8: Noise in the visual system (continued). Here are the new slides. Here are the exercises.

March 15: We will finish with retinal processing and computation in noise, and start discussing V1 and coding/decoding issues. Here are the next slides.
The next exercise is to read the following chapter (deadline, March 29, i.e. not this week, but next)
You do not have to answer questions yet, but the material might be part of the final exam.

March 22: V1 and coding/decoding continued.

March 29: V1 coding/decoding continued. Here is the new exercise sheet, due April 18.

April 5: Easter, no class

April 12: Easter, no class

April 19: End of V1, coding and decoding. Here are the exercises due on April 25. We have not discussed everything in thos eexercises, you may have to research a bit for the answers...
Here is the review on coding/decoding by Pouget et al.

April 26: Receptive Field Models. Here are the slides.
Here are the exercises due on May 2, 2012.

May 3: Motion perception and area MT. Here are the slides.
Here are the exercises due May 9, 2012.

May 10:

May 17: Ascension, no class

May 24:

May 31: