Towards deep learning with segregated dendrites · HackerPapers discussions

Towards deep learning with segregated dendrites — mentioned by p1esk

Sun, 02 Jun 2019 21:59:46 GMT

Look into capsules, also [1-3] can give you an idea of what can be explored. Evolving NNs [4] would probably benefit the most from NN primitives research. IMO, the best source of ideas for novel primitives is neocortex [5, 6]. [1] https://arxiv.org/abs/1904.03955 [2] https://arxiv.org/abs/1811.11168 [3] https://arxiv.org/abs/1905.02961 [4] https://www.nature.com/articles/s42256-018-0006-z [5] https://arxiv.org/abs/1610.00161 [6] https://arxiv.org/abs/1511.00083

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Towards deep learning with segregated dendrites — mentioned by boltzmannbrain

Thu, 22 Nov 2018 18:12:13 GMT

There was a rather interesting talk at the Forbes Under 30 summit last month on this, "How The Brain is Inspiring AI" [1], but I cannot find the video. Lavin argued neuro and cognitive science -inspiration, not derivation, is useful at varying levels of abstraction, i.e. Marr's levels [2]. He showcased three works at the respective levels: Tenenbaum et al at MIT [3], some Vicarious research [4], and Blake Richards' work towards "DL with segregated dendrites" [5]. [1] https://www.forbes.com/forbes-live/event/a-i-machine-learnin... [2] http://blog.shakirm.com/2013/04/marrs-levels-of-analysis/…

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Towards deep learning with segregated dendrites — mentioned by zerostar07

Wed, 30 May 2018 12:40:39 GMT

An AI "winter" is a long period in which [edit: funding is cut because...] researchers are in disbelief about having a path to real intelligence. I think that is not the case at this time, because we have (or approaching) adequate tools to rationally dismiss that disbelief. The current AI "spring" has brought back the belief that connectionism may by the ultimate tool to explain the human brain. I mean you can't deny that DL models of vision look eerily like the early stages in visual processing in the brain (which is a very large part of it). Even if DL researchers lose their path in search…

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Towards deep learning with segregated dendrites — HN submission

Tue, 04 Oct 2016 22:53:45 GMT

Biologically Feasible Deep Learning (new paper)

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.