Neurithmic Systems
Finding the Fundamental Cortical Algorithm of Intelligence
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Research
Hyperessay on Sparsey, emphasizing advantages over Deep Learning
Rod Rinkus Extended Research Statement
Multiscale Hierarchical Engram involving numerous cell assemblies
Sparse Distributed Coding and Quantum Computing
Unitary Updates of Probability Distribution over Hypothese with Constant Time Complexity
Demo explaining Sparsey Code Selection Algorithm (CSA)
Hierarchy and compositionality with SDRs
Notional Mapping of Sparsey onto Cortex
Sketch of Canonical Cortical Circuit implementing CSA
Storage Capacity of Sparsey Hierarchy of Macrocolumns
Key Advantage of Structured vs. Flat SDR Coding Field
Hypothesis on Hippocampal Consolidation
Cell Assembly Chaining in Macrocolumn
Multilevel Cell Assembly Chaining
Hierarchical Progressive Persistence - Sequence Compression
Simpler Progressive Persistence Example: "BALL"
SDC vs. Localist Basis
Many-level Hexagonal Top. Models
SDC vs. Localist Hierarchical Model
Multimodality in Sparsey
Large 4-level Trace
Hierarchical spatiotemporal features
Actual Vs Restricted Inputs Experienced
Results
Current Best Performance on Weizmann Video Data
Current Best Performance on MNIST
Storage Capacity of a Sparsey Macrocolumn
Exact-Match Random Sequences
Best-Match Random Sequences
Exact-Match Natural Sequences
Episodic Recognition of 64x64-frame Natural Snippets
Hexagonal RFs of macs from L1 to L5
Hexagonal Overlapped RFs of macs at V1 and higher
Key Invariant Recognition Issue for Deep Hierarchical Models
Episodic Memory of Weizmann HOF Snippets
Classification of Noisy Weizmann HOF Snippets
Episodic Memory of Weizmann Edge Snippets
Classification of Noisy Weizmann Edge Snippets
Datasets
8x8 Open/Close Arm
16x16 Rotating Arm
32x32 Natural Snippets
64x64 Natural Snippets
Example Edge Videos
8x8 Open/Close Arm
24x120 Dense HOF Snippets of Weizmann
Publications
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Contact
Gerard (Rod) Rinkus, President
468 Waltham St., Newton MA 02466
rod"at sign"neurithmicsystems.com
