154 citations · 266 across the 20 of their papers we have counts for
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Active Predictive Coding Networks: A Neural Solution to the Problem of Learning Reference Frames and Part-Whole Hierarchies
Dimitrios C. Gklezakos, Rajesh P. N. Rao
We introduce Active Predictive Coding Networks (APCNs), a new class of neural networks that solve a major problem posed by Hinton and others in the fields of artificial intelligenc…
Transformational Sparse Coding
Dimitrios C. Gklezakos, Rajesh P. N. Rao
A fundamental problem faced by object recognition systems is that objects and their features can appear in different locations, scales and orientations. Current deep learning metho…
AJILE Movement Prediction: Multimodal Deep Learning for Natural Human Neural Recordings and Video
Nancy Xin Ru Wang, Ali Farhadi, Rajesh Rao +1
Developing useful interfaces between brains and machines is a grand challenge of neuroengineering. An effective interface has the capacity to not only interpret neural signals, but…