Models of Memory

May 16, 2021

Mentor: Mohit Kulkarni
Project Members: A. Kedarnath, Amay Bhargava, Nilay Beniwal, Roylan Pais, Jaswant Kumar, Falguni Yadav, Akshay Mehta, Prajwal Arya, Deepalok Kaushik, Amartya S. Das, Aditya Prakash

Abstract:

Human memory can store large amounts of information. Nevertheless, recalling is often a challenging task. In this project we look at the past models of memory retrieval namely the hopfield network and the mean field theory. After the classical models, we also develop a more realistic sequential neural network model for recall tasks(For eg, NTM, MANN etc). After that, we will try to optimize and develop our own models of memory that may be

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