breznak/neural.benchmark

Issues

• Encoder with multiple sensory nD processing of a single signal aka. UltimateEncoder

  #44 opened 9 years ago by breznak
  0

• Compare results with other ML algorithms

  #62 opened 9 years ago by breznak
  2

• more explicitly state research and goals of this project

  #13 opened 9 years ago by breznak
  0

• Nupic Anomaly raw outperforms likelihood

  #38 opened 9 years ago by breznak
  0

• Add new categ: LowHZ - sine modulated eg. sigmoid (sigmoid is "main")

  #27 opened 9 years ago by breznak
  1

• Generating first HTM results + plots

  #8 opened 9 years ago by breznak
  4

• Faster matlab scripts

  #54 opened 9 years ago by breznak
  3

• Enhanced HTM model learns high-anomaly states

  #57 opened 9 years ago by breznak
  0

• Asynchronous HTM

  #56 opened 9 years ago by breznak
  0

• Plot status of input/encoder/SP/TM in python

  #55 opened 9 years ago by breznak
  0

• Dataset to detect change in sampling distribution

  #33 opened 9 years ago by breznak
  1

• dataset: repetitive noise-fn-noise-fn data

  #30 opened 9 years ago by breznak
  0

• dataset field: anomaly label

  #52 opened 9 years ago by breznak
  0

• Add 2nd datasets for `noise` with more noticable noise

  #25 opened 9 years ago by breznak
  0

• make dataLoss really destructive

  #23 opened 9 years ago by breznak
  0

• Add correlated signal (anomaly) dataset

  #29 opened 9 years ago by breznak
  0

• review meaningful modelParams

  #14 opened 9 years ago by breznak
  5

• Each dataset/experiment has its params in readme

  #22 opened 9 years ago by breznak
  0

• Datasets have expected behavior in doc

  #20 opened 9 years ago by breznak
  0

• Anomaly prediction

  #47 opened 9 years ago by breznak
  0

• Design more informed Anomaly detector

  #41 opened 9 years ago by breznak
  0

• Improved contectual memory (TM)

  #46 opened 9 years ago by breznak
  0

• Contextual override of bottom-up input

  #45 opened 9 years ago by breznak
  0

• higher cognitive func. replication - realization (and adaptation)

  #43 opened 9 years ago by breznak
  0

• Sampling problem/scale/zoom - auto-tuning

  #42 opened 9 years ago by breznak
  0

• Short paragraph on Encoder settings + test

  #19 opened 9 years ago by breznak
  0

• Compute SDR, SP & TP/TM capacity/robustness + optimize

  #40 opened 9 years ago by breznak
  0

• Importance of (ir)rational FS/f ratio or randomization

  #39 opened 9 years ago by breznak
  0

• Boosting is causing troubles/ disturbances

  #37 opened 9 years ago by breznak
  0

• "far" data

  #36 opened 9 years ago by breznak
  0

• "tricky" data dataset

  #35 opened 9 years ago by breznak
  0

• Multi-modal dataset anomaly

  #34 opened 9 years ago by breznak
  0

• Add well-known datasets in ML

  #3 opened 9 years ago by breznak
  0

• Create synthetic anomaly dataset for different classes of anomalies

  #2 opened 9 years ago by breznak
  1

• Which chaotic system could be learnable by HTM?

  #6 opened 9 years ago by wattik
  2

• data

  #18 opened 9 years ago by breznak
  1

• Document usage for a developer/experimentator

  #32 opened 9 years ago by breznak
  0

• New anomaly category "scope"

  #31 opened 9 years ago by breznak
  0

• point a. - phase = add trial with smaller (+-10%, not 1PI) phase shift

  #28 opened 9 years ago by breznak
  0

• Gauss 2: "fat" sine hill

  #26 opened 9 years ago by breznak
  0

• Document dataset "purpose"

  #9 opened 9 years ago by breznak
  2

• Integer sampling frequency problem

  #12 opened 9 years ago by breznak
  1

• Run HTM anomaly on real-world streaming data

  #4 opened 9 years ago by breznak
  0

• Impact of boosting

  #24 opened 9 years ago by breznak
  0

• Create a checklist of datasets/experiments that we have on the main Readme

  #21 opened 9 years ago by breznak
  0

• Using NuPIC Visualizer + header update

  #7 opened 9 years ago by breznak
  6

• Get feedback and new ideas

  #11 opened 9 years ago by breznak
  0

• Initial decisions + doc

  #1 opened 9 years ago by breznak
  0