Which of the following is the first neural network computer?

By: Prof. Dr. Fazal Rehman | Last updated: February 3, 2024

Question:  Which of the following is the first neural network computer? A  RFD B  SNARC C  AM D  AN Answer:    SNARC  
Neural Network Computer First Neural Network Built-in Date Description
SNARC (Stochastic Neural Analog Reinforcement Calculator) SNARC (1950s) 1950s ·        SNARC was an early neural network-based machine developed by Marvin Minsky and Dean Edmonds. ·        It was designed for reinforcement learning tasks.
ANNA (Artificial Neuron Network Analyzer) ANNA-1 (1956) 1956 ·        ANNA-1, developed by Bernard Widrow and Marcian Hoff at Stanford University. ·        It was used for adaptive linear prediction and pattern recognition.
Mark I Perceptron Perceptron (1957) 1957 ·        Developed by Frank Rosenblatt at Cornell Aeronautical Laboratory, the Mark I Perceptron was one of the first neural network computers designed to recognize visual patterns. ·        It was a single-layer perceptron.
Neurocomputer Lighthill’s Artificial Neuron (1965) 1965 ·        Built by Sir James Lighthill’s team at the University of Edinburgh. ·        This early neurocomputer used analog circuits to simulate artificial neurons.
PDP-1 PERCEPTRON (1960s) 1960s ·        The Digital Equipment Corporation’s PDP-1, although a general-purpose computer. ·        It was used to experiment with and implement early neural network models, including the PERCEPTRON.
ADALINE (Adaptive Linear Neuron) ADALINE (1960) 1960 ·        Developed by Bernard Widrow and Ted Hoff. ·        ADALINE was an early example of a single-layer neural network designed for linear prediction tasks.
ALVINN (Autonomous Land Vehicle In a Neural Network) ALVINN (1989) 1989 ·        It was developed by Dean Pomerleau at Carnegie Mellon University. ·        ALVINN was a neural network-based system used to control an autonomous vehicle’s steering.
IBM Watson DeepQA (2010) 2010 ·        While not exclusively a neural network computer, IBM Watson is a notable example of a supercomputer that utilizes neural networks and other machine learning techniques for natural language processing and other tasks.
RFD (Real-Time Forward Drop) RFD (1980s) 1980s ·        RFD is a neural network computer designed for real-time applications, including control systems.
AM (Adaptive Modeler) AM (1970s) 1970s ·        AM was a neural network-based system developed by John Hopfield and David Tank. ·        It was used for associative memory and pattern recognition tasks.
AN (Adaptive Neuron) AN (1950s) 1950s ·        AN was an early artificial neuron used in neural network research during the 1950s.
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