Epstein Secrets

e best) classification accuracy via an architecture with so much biological realism. Itamar's architecture, like that of Jeff Hawkins (but unlike Poggio's), does not aspire to detailed biological realism. This allows it to use recurrent connections (which Poggio doesn't use in his architecture yet s

onnections of the visual cortex; and it's not actually the highest-accuracy video or image classifier currently available.... The novel thing about Poggio's approach isn't so much its classification accuracy (which is not the best) but the fact that it achieves GOOD (even if not the best) classificat

like that of Jeff Hawkins (but unlike Poggio's), does not aspire to detailed biological realism. This allows it to use recurrent connections (which Poggio doesn't use in his architecture yet so far as I know, probably because we don't yet know how recurrent connections work in the visual cortex, and P

reof, > including all attachments. Ben Goertzel, PhD CEO, Novamente LLC and Biomind LLC Director of Research, SIAI "Truth is a pathless land" -- Jiddu Krishnamurti The information contained in this communication is confidential, may be attorney-client privileged, may constitute inside information, and is inte

e best) classification accuracy via an architecture with so much biological realism. Itamar's architecture, like that of Jeff Hawkins (but unlike Poggio's), does not aspire to detailed biological realism. This allows it to use recurrent connections (which Poggio doesn't use in his architecture yet s

onnections of the visual cortex; and it's not actually the highest-accuracy video or image classifier currently available.... The novel thing about Poggio's approach isn't so much its classification accuracy (which is not the best) but the fact that it achieves GOOD (even if not the best) classificat

like that of Jeff Hawkins (but unlike Poggio's), does not aspire to detailed biological realism. This allows it to use recurrent connections (which Poggio doesn't use in his architecture yet so far as I know, probably because we don't yet know how recurrent connections work in the visual cortex, and P

reof, > including all attachments. Ben Goertzel, PhD CEO, Novamente LLC and Biomind LLC Director of Research, SIAI "Truth is a pathless land" -- Jiddu Krishnamurti *********************************************************** The information contained in this communication is confidential, may be attorney-clien

onnections of the visual cortex; and it's not actually the highest-accuracy video or image classifier currently available.... The novel thing about Poggio's approach isn't so much its classification accuracy (which is not the best) but the fact that it achieves GOOD (even if not the best) classificati

like that of Jeff Hawkins (but unlike Poggio's), does not aspire to detailed biological realism. This allows it to use recurrent connections (which Poggio doesn't use in his architecture yet so far as I know, probably because we don't yet know how recurrent connections work in the visual cortex, and P

o doesn't use in his architecture yet so far as I know, probably because we don't yet know how recurrent connections work in the visual cortex, and Poggio is committed to biological realism). Actually, I think the "secret sauce" of AGI lies in cognition not vision ... but I also think that it's great

reof, > including all attachments. Ben Goertzel, PhD CEO, Novamente LLC and Biomind LLC Director of Research, SIAI "Truth is a pathless land" -- Jiddu Krishnamurti EFTA_R1_01511255 EFTA02438180

t in my long reply is that for AGI we don't just need an accurate vision system, we need one that integrates well with a cognition system. Actually Poggio's systems and Itamar's are both OK in that regard (unlike, say, an SVM based vision system) .. they're both hierarchical recurrent NN architectures

achments. >>> >> >> » -- » Ben Goertzel, PhD » CEO, Novamente LLC and Biomind LLC >> Director of Research, SIAI >> "Truth is a pathless land" Jiddu Krishnamurti > -- > > The information contained in this communication is > confidential, may be attorney-client privileged, may > constitute inside informatio