the-decoder

Google's Nano Banana 2 brings Pro-level image generation to Flash speeds at up to 40% lower API cost

Google has introduced Nano Banana 2, a new image generation model built on Gemini 3.1 Flash Image, which is set to become the default across all modes in the Gemini app. The model combines the ...
the-decoder

Google releases Gemini 3.1 Pro with improved reasoning capabilities

Google has released Gemini 3.1 Pro, an upgrade to its model family focused on improving logical reasoning capabilities. On the ARC-AGI-2 benchmark for abstract logic tasks, Gemini 3.1 Pro scores 77.1 ...
IEEE

Neural Successive Cancellation Decoder for Polar Codes Using Analog in-Memory Computing with Memristors

Abstract: We consider the use of polar codes in edge computing and communications applications, and to achieve energy efficiency, we propose implementation of neural network-based decoders for them ...
IEEE

Lightweight 2D Medical Image Segmentation via a Decoder Using Linear Deformable Convolution and Multi-scale Self-attention

Abstract: Computational resources, which presents a significant challenge in resourceconstrained environments, particularly in developing countries. Consequently, the development of decoding ...