Interesting biography. It's motivating to see an individual with so much drive and self-initiative to delve into such a complex area of study.. It's a pity no one is funding the Lucy project anymore.
Perhaps a more correct way would be to use a Hopfield Network as the hippocampus to perform the initial learning. The neocortex could be implemented as an MLP. Thus, during a consolidation phase, random inputs could be fed to the Hopfield to obtain the trained outputs. These values could then...
Actually, I'm still feeling in the dark, trying to figure which is the right way to have it implemented.
I read a few papers and came to know about catastrophic interference, which is the reason why some researchers have proposed dual-network memory models to resolve this problem.
Then I...
The 2nd Kohonen network is akin to the Neocortex, where all the long term memory is stored. I'm trying to model the concept of consolidation, whereby the Hippocampus learns and transfers the memory to the Neocortex during REM/NREM sleep.
Let me know if I'm going wrong somewhere.
Thanks.
Thanks.
Do you know how should information be passed to the other network?
I was thinking, the first Kohonen network (Hippocampus) can be trained with a training set to get the desired weights. How can I use this network to train the 2nd Kohonen network (Neocortex)?
I read about...
Another some reading, I think the hippocampus should be implemented as Kohonen network, since it performs off-line (unsupervised) learning. And this network will act as a teacher to a hopfield network (neocortex).
Can any experts advise me on this matter?
At a neurological level, when we try to learn and understand too many relatively complex theories in an instant during our consciousness, retroactive interference occurs. You see, all this information is stored in our hippocampus, which learns very quickly but has a small storage space, hence...
Neuro-Linguistic Programming (NLP), as the name suggests, refers to the use of linguistics (i.e. Language) to program your brain. That is a simplistic explanation of it. More generally, it is the science of human performance and achievement, e.g. why you do what you do and how can anyone learn...
Hi guys,
If there's anyone out there who has knowledge in this area, I'm seeking to find out how to model memory consolidation using neural networks.
I was thinking of using a Hopfield network to train another Hopfield network. The first network would represent the hippocampus, and the...