lnsc.lstm
Class LSTMDataNames

java.lang.Object
  |
  +--lnsc.DataNames
        |
        +--lnsc.lstm.LSTMDataNames

public class LSTMDataNames

extends DataNames

Title: LSTM

Description: Long Short-Term Memory

Copyright: Copyright (c) 2005

Company: UdeM

Field Summary

static java.lang.String	LSTM_FORGET_GATES A double[b] array in FastLSTMNetwork representing the activity of the forget gates of the b memory blocks in order.
static java.lang.String	LSTM_INPUT_GATES A double[b] array in FastLSTMNetwork representing the activity of the input gates of the b memory blocks in order.
static java.lang.String	LSTM_INTERNAL_ACTIVATIONS A double[b*c] array in FastLSTMNetwork representing the concatenation of the b memory block c cell's output activity in order.
static java.lang.String	LSTM_INTERNAL_STATES A double[c] array in FastLSTMMemoryBlock representing the activity in the c memory cells.
static java.lang.String	LSTM_OUTPUT_GATES A double[b] array in FastLSTMNetwork representing the activity of the output gate of the b memory blocks in order.

Fields inherited from class lnsc.DataNames

ANALYSIS, BEST_CANDIDATE, BEST_SCORE, CANDIDATE_COVARIANCES, CANDIDATE_DERIVATIVES, CANDIDATE_OPTIMIZATIONS, CANDIDATE_SCORES, CANDIDATE_VALUES, CANDIDATE_WEIGHTS, DERIVATIVES, EMPTY_RECORDLIST, ENDPHASE_ANALYSIS, EPOCH, ERROR_PATTERNS, EXTRA_DATA, FAHLMAN_SUM_SQUARED_ERROR, GRADIENT, GRADIENTS, HIDDEN_DERIVATIVES, HIDDEN_SECOND_DERIVATIVES, INPUT_PATTERNS, INSTALLED_CANDIDATE_NAME, INTERMEDIATE_OUTPUTS, INTERNAL_DERIVATIVES, INTERNAL_OUTPUTS, INTERNAL_SECOND_DERIVATIVES, LAYER_DERIVATIVES, LAYER_OUTPUTS, MEAN_ERROR, NET_INPUT, OPTIMIZATION, OUTPUT_PATTERNS, OUTPUT_WEIGHTS, OUTPUTLAYER_DERIVATIVES, OUTPUTLAYER_SECOND_DERIVATIVES, PARAMETER_DERIVATIVES, PARAMETER_SECOND_DERIVATIVES, PARAMETERS, PATTERN_COUNT, PHASE, SECOND_DERIVATIVES, STAT_CONTRIBUTIONS, STAT_CORR_MATRIX, STAT_COV_MATRIX, STAT_ERROR_BITS, STAT_FAHLMAN_ERROR_PAT, STAT_FROBENIUS_NORM, STAT_HALFMSE, STAT_HALFSSE, STAT_LOGSSE, STAT_MEAN_SQUARED, STAT_MEAN_VECTOR, STAT_MSE, STAT_NORM_COV, STAT_SSE, STAT_SUM_SQUARED, STAT_TRS, STOPPING_REASON, SUM_SQUARED_ERROR, TARGET_PATTERNS, TEST_SET, TRAIN_SET, UPDATE_VALUES, VALUE, VARIABLE_CHANGES, VARIABLES, WEIGHT_UPDATE_COUNT

Methods inherited from class lnsc.DataNames

concat, isMember

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

LSTM_FORGET_GATES

public static final java.lang.String LSTM_FORGET_GATES

A double[b] array in FastLSTMNetwork representing the activity of the forget gates of the b memory blocks in order.

See Also:

Constant Field Values

LSTM_INPUT_GATES

public static final java.lang.String LSTM_INPUT_GATES

A double[b] array in FastLSTMNetwork representing the activity of the input gates of the b memory blocks in order.

See Also:

Constant Field Values

LSTM_INTERNAL_ACTIVATIONS

public static final java.lang.String LSTM_INTERNAL_ACTIVATIONS

A double[b*c] array in FastLSTMNetwork representing the concatenation of the b memory block c cell's output activity in order.

See Also:

Constant Field Values

LSTM_INTERNAL_STATES

public static final java.lang.String LSTM_INTERNAL_STATES

A double[c] array in FastLSTMMemoryBlock representing the activity in the c memory cells. A double[c*m] array in FastLSTMNetwork representing the concatenation of the internal activity of the memory cells of the b memory blocks in order.

See Also:

Constant Field Values

LSTM_OUTPUT_GATES

public static final java.lang.String LSTM_OUTPUT_GATES

A double[b] array in FastLSTMNetwork representing the activity of the output gate of the b memory blocks in order.

See Also:

Constant Field Values