1
紫光同创发布国内首款自主产权亿门级高端 FPGA 产品，采用 FinFET 工艺
国内首款自主产权亿门级FPGA问世，FinFET工艺加持，补齐大算力芯片短板。
IT之家 7 月 3 日消息，新紫光集团旗下紫光同创在 2026 慕尼黑上海电子展上发布 Titan-3 系列亿门级高端 FPGA， 是国内第一款自主产权亿门级高端 FPGA 产品 。 IT之家注：FPGA（现场可编程门阵列、Field Programmable Gate Array）是一种可完成通…
2
Energy-Efficient CNN Acceleration with MSDF Digit-Serial Arithmetic on FPGA
基于MSDF数字串行算术的FPGA方案，在CNN加速中实现高能效与低资源占用，边缘计算场景的实用新思路。
arXiv:2606.25562v1 Announce Type: cross Abstract: This paper presents an energy-efficient hardware acceleration of the convolutional layers in the U-N…
3
Show HN: Running BitNet b1.58 inside DRAM by breaking DDR4 timing rules
不走寻常路！在DDR4内存内直接运行AI模型，通过违规时序实现内存计算，FPGA定制控制器加持。
I have been working on running BitNet b1.58 inside DRAM by intentionally breaking DDR4 timing rules. Also made a visual explainer: https://pcdeni.gith…
4
Scalable neuromorphic computing from autonomous spiking dynamics in a clockless reconfigurable chip
无时钟异步电路驱动的可扩展神经形态计算架构，在FPGA上实现布尔脉冲神经元网络，突破传统时钟同步限制。
arXiv:2605.16114v1 Announce Type: cross Abstract: We propose a scalable neuromorphic architecture based on spiking dynamics emerging from the autonomo…
5
Surrogate Neural Architecture Codesign Package (SNAC-Pack)
面向FPGA部署的神经架构协同设计包，解决NAS与硬件成本脱节问题，引入多维资源预算联合搜索。
arXiv:2605.16138v1 Announce Type: cross Abstract: Neural architecture search (NAS) is a powerful approach for automating model design, but existing me…