Lecture � Hopfield, spiking + timing

Greg Detre

Friday, April 18, 2003

E25-111

Hans Lucas Teuber lecture

 

need to match the device physics to the algorithm � can make simple hardware look very powerful � if you can�t, then it won�t

 

olfaction � generalist system

function: to identify properties of objects

c. 1000 receptor types

odorant dominanted by single molecule type

response of one receptor cell type not indicative of an object

ratios of intensities

various problems

 

having 1000 receptor types (rather than 3, as in colour

allows you to use statistical algorithms

but then why don�t we have 1000 colour receptors???

because you need one per pixel, presumably

 

because the intensity of a smell can vary, they need to compare the ratios of different receptors, rather than the total of any one receptor

 

when you find a neat solution, you�ll be able to reuse it

olfaction has a stretchable dimension (intensity), as duration of utterance is a problematic stretch dimension for audio

 

Q&A