Holography, Associative Memory, and Inductive General ization
نویسنده
چکیده
منابع مشابه
A Study on Associative Neural Memories
Memory plays a major role in Artificial Neural Networks. Without memory, Neural Network can not be learned itself. One of the primary concepts of memory in neural networks is Associative neural memories. A survey has been made on associative neural memories such as Simple associative memories (SAM), Dynamic associative memories (DAM), Bidirectional Associative memories (BAM), Hopfield memories,...
متن کاملAssociative learning and memory duration of Trichogramma brassicae
Learning ability and memory duration are two inseparable factors which can increase theefficiency of a living organism during its lifetime. Trichgramma brassice Bezdenko (Hym.:Trichogrammatidae) is a biological control agent widely used against different pest species.This research was conducted to study the olfactory associative learning ability and memoryduration of T. brassicae under laborato...
متن کاملQuantum-wave pattern recognition: from simulations towards implementation
A neural-net-like model, which is realizable using quantum holography, is proposed for quantum associative memory and pattern recognition. This Hopfield-based mathematical model/algorithm, translated to quantum formalism, has been successfully tested in computer simulations of concrete pattern-recognition applications. In parallel, the same mathematics governs quantum dynamics which can be harn...
متن کاملDesign and Demonstration of an Opto-Electronic Neural Network using Fixed Planar Holographic Interconnects
Implementation of an opto-electronic Hopfield style associative memory neural network is discussed with emphasis on the construction of an experimental system employing binary amplitude holograms.
متن کاملAssociative Long Short-Term Memory
We investigate a new method to augment recurrent neural networks with extra memory without increasing the number of network parameters. The system has an associative memory based on complex-valued vectors and is closely related to Holographic Reduced Representations and Long Short-Term Memory networks. Holographic Reduced Representations have limited capacity: as they store more information, ea...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2009