List of abbreviations

BPTT:

Backpropagation through time (section 3.4.1).

DFA:

Deterministic finite-state automaton (section 2.3.3).

DTRNN:

Discrete-time recurrent neural network (section 3.2).

EKF:

Extended Kalman filter (section 3.4.1).

FFNN:

Feedforward neural network (section 3.4.1).

FSM:

Finite-state machine (section 2.3)

NARX:

Nonlinear Auto-Regressive with eXogenous inputs (section 3.2.3).

NF:

Neuron field (in Kohonen's self-organizing feature maps)

NSM:

Neural state machines (section 3.2).

PDA:

Pushdown automaton (section 4.1.2).

RAAM:

Recursive auto-associative memory (section 3.6).

RCC:

Recurrent cascade correlation (section 3.4.3).

RTRL:

Real-time recurrent learning (section 3.4.1).

SOFM:

Kohonen's Self-organizing feature map.

TDNN:

Time-delay neural net (section 3.2.3).

TM:

Turing machine (section 4.3.1).

TLU:

Threshold linear unit (section 2.2).

TPE:

Temporal propositional expression (section 2.1).

UTM:

Universal Turing machine (section 4.3.1).