Advanced Intelligent Discovery, EarlyView.Capacitive, charge‐domain compute‐in‐memory (CIM) stores weights as capacitance,eliminating DC sneak paths and IR‐drop, yielding near‐zero standbypower. In this perspective, we present a device to systems level performance analysis of most promising architectures and predict apathway for upscaling capacitive CIM for sustainable edge computing ...
Kapil Bhardwaj +2 more
wiley +1 more source
A Flexible and Energy‐Efficient Compute‐in‐Memory Accelerator for Kolmogorov–Arnold Networks
Advanced Intelligent Systems, EarlyView.This article presents KA‐CIM, a compute‐in‐memory accelerator for Kolmogorov–Arnold Networks (KANs). It enables flexible and efficient computation of arbitrary nonlinear functions through cross‐layer co‐optimization from algorithm to device. KA‐CIM surpasses CPU, ASIC, VMM‐CIM, and prior KAN accelerators by 1–3 orders of magnitude in energy‐delay ...
Chirag Sudarshan +6 more
wiley +1 more source
Worm‐Inspired Soft Robots With Modular Outfit‐Changing for Intelligent Multienvironment Adaptation
Advanced Intelligent Systems, EarlyView.This study proposes a worm‐inspired soft robot capable of locomotion across multiple environments through a modular “outfit‐changing” strategy. The robot integrates pneumatically actuated peristaltic segments with interchangeable external modules, enabling efficient motion on ground surfaces, within pipelines, through granular media, and underwater ...
Xiaomin Liu +6 more
wiley +1 more source
Voronoi Tessellations and the Shannon Entropy of the Pentagonal Tilings. [PDF]
Entropy (Basel), 2023 Bormashenko E +4 more
europepmc +1 more source
Methods for Setting Device Specifications for Analog In‐Memory Computing Inference
Advanced Intelligent Systems, EarlyView.Non‐volatile memories (NVMs) are being developed for analog in‐memory computing for energy‐efficient, high‐speed deep learning inference. As technology is moving to industry adoption, a method to define required NVM specifications is critical for improving performance and reducing manufacturing cost.
Zhenyu Wu +3 more
wiley +1 more source
Structural insights into a rhombic Penrose tiling variant abundant in five-petaled flower motifs. [PDF]
Sci RepFujita N, Niizeki K.
europepmc +1 more source
Tiled material systems: Exploring biodiversity and multifunctionality of a universal and structural motif. [PDF]
PNAS NexusCiecierska-Holmes J +8 more
europepmc +1 more source
Toward Two-Dimensional Tessellation through Halogen Bonding between Molecules and On-Surface-Synthesized Covalent Multimers. [PDF]
Int J Mol Sci, 2023 Peyrot D, Silly F.
europepmc +1 more source
Digital distances on the 4-fold pentille tessellation. [PDF]
Sci RepNagy B, Saadat M.
europepmc +1 more source
Pure discrete spectrum and regular model sets on some non-unimodular substitution tilings. [PDF]
Acta Crystallogr A Found Adv, 2022 Lee JY.
europepmc +1 more source