標(biāo)題: Titlebook: Deep In-memory Architectures for Machine Learning; Mingu Kang,Sujan Gonugondla,Naresh R. Shanbhag Book 2020 Springer Nature Switzerland AG [打印本頁(yè)] 作者: 櫥柜 時(shí)間: 2025-3-21 20:08
書目名稱Deep In-memory Architectures for Machine Learning影響因子(影響力)
書目名稱Deep In-memory Architectures for Machine Learning影響因子(影響力)學(xué)科排名
書目名稱Deep In-memory Architectures for Machine Learning網(wǎng)絡(luò)公開度
書目名稱Deep In-memory Architectures for Machine Learning網(wǎng)絡(luò)公開度學(xué)科排名
書目名稱Deep In-memory Architectures for Machine Learning被引頻次
書目名稱Deep In-memory Architectures for Machine Learning被引頻次學(xué)科排名
書目名稱Deep In-memory Architectures for Machine Learning年度引用
書目名稱Deep In-memory Architectures for Machine Learning年度引用學(xué)科排名
書目名稱Deep In-memory Architectures for Machine Learning讀者反饋
書目名稱Deep In-memory Architectures for Machine Learning讀者反饋學(xué)科排名
作者: 使堅(jiān)硬 時(shí)間: 2025-3-21 20:51 作者: 連接 時(shí)間: 2025-3-22 01:25
DIMA Prototype Integrated Circuits,is a multi-functional DIMA that implements four different machine learning algorithms—the support vector machine (SVM), template matching (TM), .-nearest neighbor (.-NN), and matched filter (MF), thereby demonstrating DIMA’s versatility. The second IC implements the random forest (RF) algorithm whic作者: 纖細(xì) 時(shí)間: 2025-3-22 06:40 作者: AVANT 時(shí)間: 2025-3-22 11:33 作者: Pathogen 時(shí)間: 2025-3-22 16:45
PROMISE: A DIMA-Based Accelerator,nts a DIMA-based accelerator called PROMISE, which realizes a high level of programmability for diverse ML algorithms without noticeably losing the efficiency of mixed-signal accelerators for specific ML algorithms. PROMISE exposes instruction set mechanisms that allow software control over energy-v作者: Pathogen 時(shí)間: 2025-3-22 17:42 作者: 盤旋 時(shí)間: 2025-3-22 23:39 作者: 創(chuàng)作 時(shí)間: 2025-3-23 01:33
Hasso Plattner,Christoph Meinel,Larry Leiferficiency of mixed-signal accelerators for specific ML algorithms. PROMISE exposes instruction set mechanisms that allow software control over energy-vs-accuracy trade-offs, and supports compilation of high-level languages down to the hardware.作者: Suppository 時(shí)間: 2025-3-23 08:30
Book 2020y trade-offs. From first principles to lab prototypes, this book provides a comprehensive view of this emerging topic for both the practicing engineer in industry and the researcher in academia. The book is a journey into the exciting world of AI systems in hardware..作者: 畫布 時(shí)間: 2025-3-23 11:29
Annie Kerguenne,Mara Meisel,Christoph Meinelare heavily constrained in terms of computational resources (storage, processing, and communications), energy, latency, and form factor. This book describes a unique approach to realizing that objective—. (DIMA).作者: Medley 時(shí)間: 2025-3-23 16:35 作者: 收到 時(shí)間: 2025-3-23 21:02
Introduction,are heavily constrained in terms of computational resources (storage, processing, and communications), energy, latency, and form factor. This book describes a unique approach to realizing that objective—. (DIMA).作者: LINES 時(shí)間: 2025-3-23 23:03 作者: 兇殘 時(shí)間: 2025-3-24 04:58
The Deep In-Memory Architecture (DIMA),nspired model of computation. The various stages of analog computations in DIMA are described along with practical circuit and architectural design guidelines. Finally, circuit-aware system models of DIMA’s energy, delay, and functionality are presented and employed to evaluate DIMA’s decision-making accuracy, energy, and latency trade-offs.作者: 600 時(shí)間: 2025-3-24 09:19 作者: 廣口瓶 時(shí)間: 2025-3-24 11:29
Future Prospects,e architectures for large problem sizes, architectures using emerging memory technology such as RRAM and MRAM, and statistical error compensation techniques for enhancing its energy-latency gains over the von Neumann architecture.作者: 辮子帶來幫助 時(shí)間: 2025-3-24 15:38
view of this emerging topic for both the practicing engineer in industry and the researcher in academia. The book is a journey into the exciting world of AI systems in hardware..978-3-030-35973-7978-3-030-35971-3作者: Robust 時(shí)間: 2025-3-24 20:52
PROMISE: A DIMA-Based Accelerator,ficiency of mixed-signal accelerators for specific ML algorithms. PROMISE exposes instruction set mechanisms that allow software control over energy-vs-accuracy trade-offs, and supports compilation of high-level languages down to the hardware.作者: Matrimony 時(shí)間: 2025-3-25 03:14 作者: 一回合 時(shí)間: 2025-3-25 06:49
Marcel Taeumel,Robert Hirschfeldrobust deep in-memory SVM classifier prototype in a 65 nm CMOS that uses a standard 16 kB 6T SRAM is presented. This IC employs an on-chip stochastic gradient descent (SGD)-based trainer that adapts not only to chip-specific variations in PVT but also to data statistics in order to further enhance DIMA’s energy efficiency.作者: Palate 時(shí)間: 2025-3-25 07:35 作者: 比賽用背帶 時(shí)間: 2025-3-25 13:00
https://doi.org/10.1007/978-3-030-35971-3machine learning in hardware; analog in-memory architectures; Deep In-memory Architecture; Shannon-insp作者: 種子 時(shí)間: 2025-3-25 19:54 作者: 放肆的我 時(shí)間: 2025-3-25 20:01 作者: Endemic 時(shí)間: 2025-3-26 01:47 作者: 招惹 時(shí)間: 2025-3-26 05:30
Mapping Inference Algorithms to DIMA,ork (CNN) and a sparse distributed memory (SDM) to DIMA is demonstrated. Algorithmic opportunities such as the use of error-aware training in a DIMA-based CNN and the use of ensemble decision-making in SDM can be exploited to compensate for non-ideal analog computations in DIMA leading to even greater energy savings.作者: AMPLE 時(shí)間: 2025-3-26 08:38 作者: FECT 時(shí)間: 2025-3-26 12:56
Annie Kerguenne,Mara Meisel,Christoph Meinele industries these days. Such tasks are realized in the Cloud today due to the availability of sufficient computational resources. However, there is growing interest in embedding data analytics into sensor-rich platforms at the Edge including wearables, autonomous vehicles, personal biomedical devic作者: Femish 時(shí)間: 2025-3-26 20:45 作者: 演講 時(shí)間: 2025-3-26 22:37
https://doi.org/10.1007/978-3-031-36103-6is a multi-functional DIMA that implements four different machine learning algorithms—the support vector machine (SVM), template matching (TM), .-nearest neighbor (.-NN), and matched filter (MF), thereby demonstrating DIMA’s versatility. The second IC implements the random forest (RF) algorithm whic作者: 形上升才刺激 時(shí)間: 2025-3-27 05:06 作者: PHAG 時(shí)間: 2025-3-27 05:43 作者: 新鮮 時(shí)間: 2025-3-27 10:52
Hasso Plattner,Christoph Meinel,Larry Leifernts a DIMA-based accelerator called PROMISE, which realizes a high level of programmability for diverse ML algorithms without noticeably losing the efficiency of mixed-signal accelerators for specific ML algorithms. PROMISE exposes instruction set mechanisms that allow software control over energy-v作者: Exonerate 時(shí)間: 2025-3-27 16:10
https://doi.org/10.1007/978-3-319-40382-3ons. DIMA addresses the high energy and latency costs of data movement between the processor and memory by embedding mixed-signal computations deeply into the periphery of the memory core. This chapter suggests potential future research directions for in-memory computing including the design scalabl作者: 蜿蜒而流 時(shí)間: 2025-3-27 19:25 作者: 允許 時(shí)間: 2025-3-28 00:36 作者: Airtight 時(shí)間: 2025-3-28 02:56
Characterization of Latin American Universities in the TOP10 of the Rankings in their positioning from 2009 to 2019. However, after the evaluation of the innovation and social criteria, the ten universities coincide in declines in their global positioning from this sub-ranking.作者: PACT 時(shí)間: 2025-3-28 10:08 作者: ferment 時(shí)間: 2025-3-28 10:43 作者: –FER 時(shí)間: 2025-3-28 18:32 作者: 激勵(lì) 時(shí)間: 2025-3-28 21:59
Audiences and the Economic Justice FrameHA) and the UN Human Rights Council. Finally, the chapter examines Brazil’s activities on the resource-transfer interface and turns the attention towards the Ministry of Health and the Oswaldo Cruz Foundation (Fiocruz).作者: 厭煩 時(shí)間: 2025-3-28 23:48
Sagnac Effect: End of the Mystery transformations are obtained for a particular .. ≠ 0. No classical experiment on inertial frames depends on the choice of e1, but if accelerations are considered only .. = 0 remains possible. The choice .. = 0 provides a rational resolution of the long standing mystery connected with the relativistic interpretation of the Sagnac effect.作者: 擁護(hù) 時(shí)間: 2025-3-29 03:45
