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Attentional modulation of feature selectivity in area V4 James Mazer Department of Neurobiology Yale School of Medicine. Sloan-Swartz Summer Meeting 2007. What is feature attention?. Feature-based attention: attention directed towards a particular value along some stimulus dimension
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Attentional modulation of feature selectivity in area V4James MazerDepartment of NeurobiologyYale School of Medicine Sloan-Swartz Summer Meeting 2007
What is feature attention? • Feature-based attention: attention directed towards a particular value along some stimulus dimension • in contrast to... • attention to a particular region of space (space-based) • attention to a particular visual “channel” or feature dimension
Why study feature attention? • natural visual environments are cluttered • during natural vision we often know what we want, even when we don’t know where it is • feature attention, like spatial attention, can provide some resolution of limited neural bandwidth or capacity problems
How do we study feature attention? Where’s Waldo? Visual Search
V2 V1 V4 IT Extrastriate area V4
IT/PFC LGN V1 V2 Salience maps & visual search V4
IT/PFC oculomotor LGN V1 V2 Salience maps & visual search V4
non-match (2-5s)hold bar delay (2-4s)hold bar sample (2-4s)grab bar match (2-5s)release bar Feeviewing visual search task
baseline response gain response tuning shift response Modeling attentional effects passive response stimulus dimension
Freeviewing reverse correlation single fixation eyeposition eyevelocity spikes time
stimulus waveform + spikes … … Freeviewing reverse correlation
baseline response gain response tuning shift response Modeling attentional effects passive response stimulus dimension
no modulation 15% D gain 49% Dshape 30% Freeviewing: summary of modulatory effects D baseline 30% n=105
Freevewing: summary of modulatory effects pureDshape 2% 5% 6% no modulation 15% 17% 30% 9% 17% pureDgain pureDbaseline n=105
Freeviewing reverse correlation tuning spatialfrequencydomain m0067 STRF proj’d into stim PCA space
Tuning shift: matched filter search target tuning A spatialdomain spatial frequencydomain spatialfrequencydomain m0067 STRF proj’d into stim PCA space
Tuning shift: matched filter search target tuning A B C D spatialdomain spatial frequencydomain spatialfrequencydomain m0067 STRF proj’d into stim PCA space
Summary • feature attention can alter (1) mean rate, (2) gain and (3) preferred stimuli in V4 • baseline, gain and selectivity modulations occur in all possible combinations • preference changes could facilitate target detection during visual search (but it’s not a simple matched filter). • maximal tuning modulation occurs in neurons with broadest orientation tuning
Gallant Lab (UCB) Stephen David Acknowledgements Jon Touryan Monica Cano Vinas Julie Golomb Matt Krause Xiao-Jing Wang