Workshop Evolving Sonic Environment
11-05-2007
For more information about Usman Haque:
www.haque.co.uk/evolvingsonicenvironment.php
For more information about Robert Davis
homepages.gold.ac.uk/rdavis/
Workshop
Introduction to building neural nets with analog electronics
The purpose of the workshop will be to introduce participants to the concepts of neural networks and how to build them using simple analog electronics. Participants will be able to understand how they might be applied in their own projects.
In the process, participants will be introduced to various types of learning, types of neural networks and types of neurons (e.g. those that are biologically plausible simulations and those that are not; the differences between summation and integrate-and-fire models).
Participants will be provided with modular boards and analog components and will build, neuron by neuron, their own simple neural processor. At each stage they will be encouraged to understand exactly what is happening in their circuit and how this relates (or doesn't) to biological models.
Finally, towards the end of the day, all the neural processors will be connected, in order to create a much larger single neural net. At this point a variety of sensors (e.g. thermistors, light dependent resistors, buttons) and actuators (LEDs, motors, buzzers) will be swapped around in order to speculate about how such a system might be useful in participants' own projects.
Participants should have some experience with electronics; if they know what a resistor and op-amp are, know how to use a voltmeter, and have soldered before then they will be OK. Those who don't have experience are welcome to join but will be paired with someone more experienced.
Participants should bring their own:
- soldering iron & solder
- voltmeter
- any sensors/actuators they would like to use for their neural net
(some will be provided, so this is not compulsory)