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On the Role of Preprocessing and Memristor Dynamics in Reservoir Computing for Image Classification

Advanced Electronic Materials, EarlyView.
ABSTRACT Reservoir computing (RC) is an emerging recurrent neural network architecture that has attracted growing attention for its low training cost and modest hardware requirements. Memristor‐based circuits are particularly promising for RC, as their intrinsic dynamics can reduce network size and parameter overhead in tasks such as time‐series ...
Rishona Daniels, Duna Wattad, Ronny Ronen, David Saad, Shahar Kvatinsky   +4 more
wiley   +1 more source

Reforming medical device regulation in Europe: centralization, governance, and the case for an EU medical device agency. [PDF]

Lancet Reg Health Eur
Schönfelder A, Melvin T, Minssen T, Gilbert S.   +3 more
europepmc   +1 more source

Economic evaluation in healthcare implementation: a systematic review. [PDF]

Front Health Serv
Ulfsdotter Gunnarsson K, Nilsen P.
europepmc   +1 more source

Public subsidies for professional football clubs: a conceptual political economy analysis. [PDF]

Front Sports Act Living
Baumeister J, Maxcy J, Kurscheidt M.
europepmc   +1 more source

The money laundering market: An economic analysis. [PDF]

Proc Natl Acad Sci U S A
Ferwerda J.
europepmc   +1 more source

The regulatory landscape for extracellular vesicle therapies: Australian context and future directions. [PDF]

Extracell Vesicles Circ Nucl Acids
Rudge C, McClelland R, Chrzanowski W, Davis RL.   +3 more
europepmc   +1 more source

Differences in Depression and Anxiety Symptom Networks Between Food Delivery Riders and Goods Couriers - China, 2022. [PDF]

China CDC Wkly
Du J, Sun Y, Wang J, Li S.
europepmc   +1 more source

The real option value of multistage agricultural research for development. [PDF]

PLoS One
Schiek B.
europepmc   +1 more source