Matches in SemOpenAlex for { <https://semopenalex.org/work/W3156004313> ?p ?o ?g. }
- W3156004313 endingPage "71" @default.
- W3156004313 startingPage "47" @default.
- W3156004313 abstract "Neuromorphic computing is becoming increasingly prominent as artificial intelligence (AI) facilitates progressively seamless interaction between humans and machines. The conventional von Neumann architecture and complementary metal-oxide-semiconductor transistor scaling are unable to meet the highly demanding computational density and energy efficiency requirements of AI. Neuromorphic computing aims to address these challenges by using brain-like computing architectures and novel synaptic memories that coallocate information storage and computation, thereby enabling low latency at high energy efficiency and high memory density. Though various emerging memory devices have been extensively studied to emulate the functionality of biological synapses, there is currently no material/device system that encompasses both the needed metrics for high-performance neuromorphic computing and the required biocompatibility for potential body-computer integration. In this review, we aim to equip the reader with general design principles and materials requirements for realizing high-performance organic neuromorphic devices. We use instructive examples from recent literature to discuss each requirement, illustrating the challenges as well as future research opportunities. Though organic devices still face many challenges to become major players in neuromorphic computing, mostly due to their lack of compliance with back-end-of-line processes required for integration with digital logic, we propose that their biocompatibility and mechanical conformability give them an advantage for creating adaptive biointerfaces, brain-machine interfaces, and biology-inspired prosthetics." @default.
- W3156004313 created "2021-04-26" @default.
- W3156004313 creator A5061074217 @default.
- W3156004313 creator A5073845081 @default.
- W3156004313 creator A5075568011 @default.
- W3156004313 creator A5086728029 @default.
- W3156004313 date "2021-07-26" @default.
- W3156004313 modified "2023-10-04" @default.
- W3156004313 title "Materials Strategies for Organic Neuromorphic Devices" @default.
- W3156004313 cites W1837351149 @default.
- W3156004313 cites W1966025990 @default.
- W3156004313 cites W1975000097 @default.
- W3156004313 cites W1991578486 @default.
- W3156004313 cites W2003082090 @default.
- W3156004313 cites W2016562169 @default.
- W3156004313 cites W2018774711 @default.
- W3156004313 cites W2019423311 @default.
- W3156004313 cites W2025535306 @default.
- W3156004313 cites W2030971074 @default.
- W3156004313 cites W2037264199 @default.
- W3156004313 cites W2047448038 @default.
- W3156004313 cites W2049511526 @default.
- W3156004313 cites W2054286056 @default.
- W3156004313 cites W2061124896 @default.
- W3156004313 cites W2095484045 @default.
- W3156004313 cites W2098224539 @default.
- W3156004313 cites W2112002552 @default.
- W3156004313 cites W2112181056 @default.
- W3156004313 cites W2113684057 @default.
- W3156004313 cites W2118968555 @default.
- W3156004313 cites W2124224377 @default.
- W3156004313 cites W2129610161 @default.
- W3156004313 cites W2130360162 @default.
- W3156004313 cites W2137976413 @default.
- W3156004313 cites W2138913040 @default.
- W3156004313 cites W2145448276 @default.
- W3156004313 cites W2148389554 @default.
- W3156004313 cites W2163630896 @default.
- W3156004313 cites W2164054354 @default.
- W3156004313 cites W2264761717 @default.
- W3156004313 cites W2289138321 @default.
- W3156004313 cites W2313115673 @default.
- W3156004313 cites W2317006891 @default.
- W3156004313 cites W2347532710 @default.
- W3156004313 cites W2397312330 @default.
- W3156004313 cites W2438293582 @default.
- W3156004313 cites W2443079762 @default.
- W3156004313 cites W2484806136 @default.
- W3156004313 cites W2495123676 @default.
- W3156004313 cites W2509688796 @default.
- W3156004313 cites W2518320872 @default.
- W3156004313 cites W2530175031 @default.
- W3156004313 cites W2535751430 @default.
- W3156004313 cites W2552299751 @default.
- W3156004313 cites W2554279936 @default.
- W3156004313 cites W2567194131 @default.
- W3156004313 cites W2581082771 @default.
- W3156004313 cites W2591029953 @default.
- W3156004313 cites W2591726587 @default.
- W3156004313 cites W2603612808 @default.
- W3156004313 cites W2695326174 @default.
- W3156004313 cites W2749019517 @default.
- W3156004313 cites W2751746224 @default.
- W3156004313 cites W2766725153 @default.
- W3156004313 cites W2774305545 @default.
- W3156004313 cites W2778935320 @default.
- W3156004313 cites W2783525259 @default.
- W3156004313 cites W2794309734 @default.
- W3156004313 cites W2801890797 @default.
- W3156004313 cites W2802557048 @default.
- W3156004313 cites W2804840361 @default.
- W3156004313 cites W2807364264 @default.
- W3156004313 cites W2807551379 @default.
- W3156004313 cites W2809505228 @default.
- W3156004313 cites W2883711383 @default.
- W3156004313 cites W2890122878 @default.
- W3156004313 cites W2891849063 @default.
- W3156004313 cites W2894173111 @default.
- W3156004313 cites W2899749427 @default.
- W3156004313 cites W2900970864 @default.
- W3156004313 cites W2902592501 @default.
- W3156004313 cites W2902751862 @default.
- W3156004313 cites W2902903250 @default.
- W3156004313 cites W2903259483 @default.
- W3156004313 cites W2903903070 @default.
- W3156004313 cites W2912495531 @default.
- W3156004313 cites W2913278198 @default.
- W3156004313 cites W2915662724 @default.
- W3156004313 cites W2922586071 @default.
- W3156004313 cites W2922633582 @default.
- W3156004313 cites W2942216650 @default.
- W3156004313 cites W2948583149 @default.
- W3156004313 cites W2957613877 @default.
- W3156004313 cites W2965916425 @default.
- W3156004313 cites W2969761778 @default.
- W3156004313 cites W2976964490 @default.
- W3156004313 cites W3004953473 @default.
- W3156004313 cites W3005599125 @default.