Sökning: "Neuromorphic Communication Network"

Hittade 3 uppsatser innehållade orden Neuromorphic Communication Network.

1. 1. Optical Communication using Nanowires and Molecular Memory Systems

   Master-uppsats, Lunds universitet/Fysiska institutionen; Lunds universitet/Synkrotronljusfysik

   Författare :Thomas Kjellberg Jensen; [2024]
   Nyckelord :neuromorphic computing; nanowire; molecular dye; DASA photoswitch; OBIC; Physics and Astronomy;

   Sammanfattning : Neuromorphic computational networks, inspired by biological neural networks, provide a possible way of lowering computational energy cost, while at the same time allowing for much more sophisticated devices capable of real-time inferences and learning. Since simulating artificial neural networks on conventional computers is particularly inefficient, the development of neuromorphic devices is strongly motivated as the reliance on AI-models increases. LÄS MER

3. 2. Investigating the use of Semiconductor Nanowires for Neural Networks

   Master-uppsats, Lunds universitet/Synkrotronljusfysik; Lunds universitet/Fysiska institutionen

   Författare :Alfredo Serafini; [2022]
   Nyckelord :FDTD method and simulation; optical broadcasting neural network; optical communication of nanowires; sub-wavelength absorption.; Physics and Astronomy;

   Sammanfattning : In this work, we intend to employ nanowires for the realisation of an artificial neuron which can be used to design a neural network that will guide the new generation of non-von Neumann architectures such as Neuromorphic Computing. Possible applications are strongly related to Neuromorphic architectures and artificial intelligence, such as high-performance computers, robotics hardware and autonomous drones. LÄS MER

4. 3. Place and Route Algorithms for a Neuromorphic Communication Network Simulator

   Master-uppsats, Linköpings universitet/Datorteknik

   Författare :Fredrik Pettersson; [2021]
   Nyckelord :Neuromorphic computing; graph partitioning; neuron; simulator; placement; Neuromorphic Communication Network;

   Sammanfattning : In recent years, neural networks have seen increased interest from both the cognitive computing and computation neuroscience fields. Neuromorphic computing systems simulate neural network efficiently, but have not yet reached the amount of neurons that a mammal has. LÄS MER