Knowledge Representation and Reasoning Integrating Symbolic and Neural Approaches
AAAI Symposium on KRR
AAAI Spring Symposium on Knowledge Representation and Reasoning, March 23-25, 2015 https://sites.google.com/site/krr2015/home/schedule
- Hinton talked about Fast Associative Memory vs Neural Turing Machine. I found following references regarding Associative Memory:
- Knoblauch A, Neural Associative Memories and Sparse Coding, 2013
- Knoblauch A, Neural Associative Memory with Optimal Bayesian Learning, 2011
- Austin J, Distributed Associative Memories for High Speed Symbolic Reasoning, 1996
- Wang H, et al, Recurrent Neural Networks: Associative Memory and Optimization, 2011
- Gary Marcus argues for a canonical circuit in the cerebral cortex, adaptive for different functions.
- Wang XJ, The Prefrontal Cortex as a Quintessential “Cognitive-Type” Neural Circuit, 2013
- Kriete T, et al, Indirection and Symbol-like Processing in the Prefrontal Cortex and Basal Ganglia, PNAS 2013
- Saxe A, et al, Unsupervised Learning Models of Primary Cortical Receptive Fields and Receptive Field Plasticity, 2011