Stepwise PathNet: a layer-by-layer knowledge-selection-based transfer learning algorithm

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Improvements to the Conventional Layer-by-Layer BP Algorithm

This paper points out some drawbacks and proposes some modifications to the conventional layer-by-layer BP algorithm. In particular, we present a new perspective to the learning rate, which is to use a heuristic rule to define the learning rate so as to update the weights. Meanwhile, to pull the algorithm out of saturation area and prevent it from converging to a local minimum, a momentum term ...

متن کامل

Spatial Abstraction and Knowledge Transfer in Reinforcement Learning Using a Multi-Layer Neural Network

Abstraction is a very important function for living things. It generalizes the knowledge obtained through the past experiences and accelerates the learning drastically by applying the generalized knowledge to the present state. The most important subject, the author think, is the criterion for the acquisition of useful abstract information. Recently some techniques in which not only the reconst...

متن کامل

A strategy for fabricating single layer graphene sheets based on a layer-by-layer self-assembly.

A novel approach to synthesize graphene nanosheet is explored on the basis of the layer-by-layer (LbL) self-assembly of polyallylamine (PAA) and poly(styrene-sulfonate) (PSS) multi-layer with a metallic dopant.

متن کامل

An Improved RFID Localization Algorithm Based on Layer By Layer Exclusion

Most of existing RFID indoor localization algorithm is based on the signal strength values, reference tags and ranging location. After these algorithms are applied to the occasions of large space and complex environment such as exhibition hall, hospitals and prisons they are facing some problems such as high system cost, deploying difficulties and detecting difficulties of working state of read...

متن کامل

Protein and Lactose Separation by Modified Ultrafiltration Membrane using Layer by Layer Technique

Layer-by-Layer (LbL) is a method which can be used for nanoscale coating and surface functionalization of a material. LbL technique mainly uses the electrostatic attracting between charged materials (polyelectrolytes, nanoparticles, etc.) and an oppositely charged surface. In this study, protein separation (BSA) from lactose solution was carried out using the LbL self-assembly method, which was...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Scientific Reports

سال: 2020

ISSN: 2045-2322

DOI: 10.1038/s41598-020-64165-3