Speaker: Dr. Terry Stewart, Computational Neuroscience Research Group, Waterloo Centre for Theoretical Neuroscience.
Title: Programming with Neurons: Neural Engineering and Neuromorphic Hardware
Date: Thursday 5th of April 2018
Time: 14:00 hrs.
Place: room 5159.0062, Energy Academy Building
Host: Prof. dr. Niels Taatgen
Biological systems manage to perform complex calculations using large numbers of low-power spiking components (i.e. neurons). This talk will start by presenting the Neural Engineering Framework; a generic method for combining massively parallel components using weighted connections such that the overall system computes a desired function. This method was originally developed for modelling biological neurons, and we used it to create Spaun, the world's first (and so far only) spiking-neuron brain model capable of performing multiple cognitive tasks. While we have extended this technique to other brain areas and more complex biological neuron models, it has also become clear that this approach is well-suited to developing algorithms that run efficiently on neuromorphic hardware. That is, we can make use of neuromorphic hardware not only to simulate more and more complex brain models, but also to create industry-useful applications for neuromorphic hardware. I will discuss our work on adaptive motor control (enabling systems to learn to deal with physical wear and tear) using Intel's new digital neuromorphic chip Loihi, and our work helping develop Stanford's new analog neuromorphic chip Brainstorm.
Jan Willem Bolderdijk must be the ideal son-in-law. He is cheerful, athletic and articulate. He cares greatly about sustainability and is highly aware of the consequences of his choices. But he did book that trip to Thailand. Why is it so difficult...
The Faculty of Science and Engineering has honoured two of her professors by appointing them to a named chair: Prof. Bart Van Wees on the Heike Kamerlingh Onnes chair and Prof. Theunis Piersma on the Rudi Drent chair in Global Flyway Ecology. Named...
Jorrig Vogels has always been fascinated by language. As a child, he even compared the different words for ingredients on any packaging he came across. Last summer, the language researcher managed to secure a much-coveted Veni grant. ‘There’s something...