基于ZYNQ的卷积神经网络硬件加速器,基于FPGA的卷积神经网络加速器的设计与实现

上传者: 2301_76484015 | 上传时间: 2023-04-11 20:24:40 | 文件大小: 58.97MB | 文件类型: ZIP
基于ZYNQ实现了软硬协同的硬件加速器系统,实现对于LeNet-5卷积神经网络识别MNIST手写集的加速。PL端实现卷积层、池化层、全连接层的并行加速,PS端实现验证测试流程的控制。两者通过AXI总线连接,实现控制信识别结果的传递

文件下载

资源详情

[{"title":"( 2252 个子文件 58.97MB ) 基于ZYNQ的卷积神经网络硬件加速器,基于FPGA的卷积神经网络加速器的设计与实现","children":[{"title":"100a10936ce2001c132dec54dc5ebad1 <span style='color:#111;'> 3.56KB </span>","children":null,"spread":false},{"title":"80e786e26ce2001c132dec54dc5ebad1 <span style='color:#111;'> 3.60KB </span>","children":null,"spread":false},{"title":"libxil.a <span style='color:#111;'> 185.19KB </span>","children":null,"spread":false},{"title":"b081f2a26ce2001c132dec54dc5ebad1 <span style='color:#111;'> 3.58KB </span>","children":null,"spread":false},{"title":"xsim.ini.bak <span style='color:#111;'> 18.60KB </span>","children":null,"spread":false},{"title":"elaborate.bat <span style='color:#111;'> 1.17KB </span>","children":null,"spread":false},{"title":"compile.bat <span style='color:#111;'> 956B </span>","children":null,"spread":false},{"title":"simulate.bat <span style='color:#111;'> 772B </span>","children":null,"spread":false},{"title":"system.bd <span style='color:#111;'> 98.92KB </span>","children":null,"spread":false},{"title":"system_wrapper.bit <span style='color:#111;'> 3.86MB </span>","children":null,"spread":false},{"title":"system.bxml <span style='color:#111;'> 2.65KB </span>","children":null,"spread":false},{"title":"xsim_4.c <span style='color:#111;'> 582.74KB </span>","children":null,"spread":false},{"title":"ps7_init.c <span style='color:#111;'> 538.71KB </span>","children":null,"spread":false},{"title":"ps7_init_gpl.c <span style='color:#111;'> 537.96KB </span>","children":null,"spread":false},{"title":"xsim_3.c <span style='color:#111;'> 487.88KB </span>","children":null,"spread":false},{"title":"xadcps.c <span style='color:#111;'> 54.02KB </span>","children":null,"spread":false},{"title":"xdmaps.c <span style='color:#111;'> 51.88KB </span>","children":null,"spread":false},{"title":"xil_cache.c <span style='color:#111;'> 45.17KB </span>","children":null,"spread":false},{"title":"xscugic.c <span style='color:#111;'> 30.83KB </span>","children":null,"spread":false},{"title":"xdevcfg.c <span style='color:#111;'> 28.88KB </span>","children":null,"spread":false},{"title":"xgpiops_intr.c <span style='color:#111;'> 24.56KB </span>","children":null,"spread":false},{"title":"xuartps_options.c <span style='color:#111;'> 23.83KB </span>","children":null,"spread":false},{"title":"xuartps.c <span style='color:#111;'> 21.97KB </span>","children":null,"spread":false},{"title":"xgpiops.c <span style='color:#111;'> 20.97KB </span>","children":null,"spread":false},{"title":"xil_testmem.c <span style='color:#111;'> 20.26KB </span>","children":null,"spread":false},{"title":"xscugic_hw.c <span style='color:#111;'> 18.55KB </span>","children":null,"spread":false},{"title":"xil_misc_psreset_api.c <span style='color:#111;'> 16.04KB </span>","children":null,"spread":false},{"title":"xuartps_intr.c <span style='color:#111;'> 13.99KB </span>","children":null,"spread":false},{"title":"xsim_1.c <span style='color:#111;'> 13.70KB </span>","children":null,"spread":false},{"title":"xsim_1.c <span style='color:#111;'> 13.18KB </span>","children":null,"spread":false},{"title":"_profile_timer_hw.c <span style='color:#111;'> 12.11KB </span>","children":null,"spread":false},{"title":"xil_printf.c <span style='color:#111;'> 11.20KB </span>","children":null,"spread":false},{"title":"xil_exception.c <span style='color:#111;'> 10.45KB </span>","children":null,"spread":false},{"title":"xsim_1.c <span style='color:#111;'> 9.73KB </span>","children":null,"spread":false},{"title":"xil_testcache.c <span style='color:#111;'> 9.69KB </span>","children":null,"spread":false},{"title":"xdevcfg_intr.c <span style='color:#111;'> 9.47KB </span>","children":null,"spread":false},{"title":"xil_testio.c <span style='color:#111;'> 8.39KB </span>","children":null,"spread":false},{"title":"xscutimer.c <span style='color:#111;'> 8.32KB </span>","children":null,"spread":false},{"title":"xadcps_intr.c <span style='color:#111;'> 8.03KB </span>","children":null,"spread":false},{"title":"xpm_counter.c <span style='color:#111;'> 7.90KB </span>","children":null,"spread":false},{"title":"xsim_1.c <span style='color:#111;'> 6.82KB </span>","children":null,"spread":false},{"title":"xscuwdt.c <span style='color:#111;'> 6.71KB </span>","children":null,"spread":false},{"title":"xscugic_intr.c <span style='color:#111;'> 6.64KB </span>","children":null,"spread":false},{"title":"vectors.c <span style='color:#111;'> 6.54KB </span>","children":null,"spread":false},{"title":"xil_mmu.c <span style='color:#111;'> 6.21KB </span>","children":null,"spread":false},{"title":"xuartps_selftest.c <span style='color:#111;'> 5.75KB </span>","children":null,"spread":false},{"title":"xgpiops_hw.c <span style='color:#111;'> 5.70KB </span>","children":null,"spread":false},{"title":"xuartps_hw.c <span style='color:#111;'> 5.70KB </span>","children":null,"spread":false},{"title":"xl2cc_counter.c <span style='color:#111;'> 5.59KB </span>","children":null,"spread":false},{"title":"xcoresightpsdcc.c <span style='color:#111;'> 5.56KB </span>","children":null,"spread":false},{"title":"xplatform_info.c <span style='color:#111;'> 5.45KB </span>","children":null,"spread":false},{"title":"xil_assert.c <span style='color:#111;'> 5.10KB </span>","children":null,"spread":false},{"title":"xscutimer_selftest.c <span style='color:#111;'> 4.75KB </span>","children":null,"spread":false},{"title":"profile_cg.c <span style='color:#111;'> 4.72KB </span>","children":null,"spread":false},{"title":"xgpiops_selftest.c <span style='color:#111;'> 4.55KB </span>","children":null,"spread":false},{"title":"xtime_l.c <span style='color:#111;'> 4.49KB </span>","children":null,"spread":false},{"title":"xdevcfg_hw.c <span style='color:#111;'> 4.45KB </span>","children":null,"spread":false},{"title":"xadcps_selftest.c <span style='color:#111;'> 4.44KB </span>","children":null,"spread":false},{"title":"xscuwdt_selftest.c <span style='color:#111;'> 4.42KB </span>","children":null,"spread":false},{"title":"xdmaps_hw.c <span style='color:#111;'> 4.32KB </span>","children":null,"spread":false},{"title":"xdevcfg_selftest.c <span style='color:#111;'> 3.84KB </span>","children":null,"spread":false},{"title":"xscugic_selftest.c <span style='color:#111;'> 3.70KB </span>","children":null,"spread":false},{"title":"xscugic_sinit.c <span style='color:#111;'> 3.68KB </span>","children":null,"spread":false},{"title":"xdmaps_selftest.c <span style='color:#111;'> 3.68KB </span>","children":null,"spread":false},{"title":"xgpiops_sinit.c <span style='color:#111;'> 3.66KB </span>","children":null,"spread":false},{"title":"main.c <span style='color:#111;'> 3.61KB </span>","children":null,"spread":false},{"title":"xscutimer_sinit.c <span style='color:#111;'> 3.60KB </span>","children":null,"spread":false},{"title":"xscuwdt_sinit.c <span style='color:#111;'> 3.57KB </span>","children":null,"spread":false},{"title":"xadcps_sinit.c <span style='color:#111;'> 3.57KB </span>","children":null,"spread":false},{"title":"xuartps_sinit.c <span style='color:#111;'> 3.56KB </span>","children":null,"spread":false},{"title":"xil_io.c <span style='color:#111;'> 3.46KB </span>","children":null,"spread":false},{"title":"xdevcfg_sinit.c <span style='color:#111;'> 3.42KB </span>","children":null,"spread":false},{"title":"xdmaps_sinit.c <span style='color:#111;'> 3.42KB </span>","children":null,"spread":false},{"title":"usleep.c <span style='color:#111;'> 3.30KB </span>","children":null,"spread":false},{"title":"_profile_init.c <span style='color:#111;'> 3.22KB </span>","children":null,"spread":false},{"title":"write.c <span style='color:#111;'> 2.97KB </span>","children":null,"spread":false},{"title":"xil_mem.c <span style='color:#111;'> 2.94KB </span>","children":null,"spread":false},{"title":"sleep.c <span style='color:#111;'> 2.84KB </span>","children":null,"spread":false},{"title":"read.c <span style='color:#111;'> 2.79KB </span>","children":null,"spread":false},{"title":"profile_hist.c <span style='color:#111;'> 2.39KB </span>","children":null,"spread":false},{"title":"_sbrk.c <span style='color:#111;'> 2.23KB </span>","children":null,"spread":false},{"title":"sbrk.c <span style='color:#111;'> 2.18KB </span>","children":null,"spread":false},{"title":"lseek.c <span style='color:#111;'> 2.17KB </span>","children":null,"spread":false},{"title":"isatty.c <span style='color:#111;'> 2.07KB </span>","children":null,"spread":false},{"title":"_open.c <span style='color:#111;'> 2.04KB </span>","children":null,"spread":false},{"title":"open.c <span style='color:#111;'> 2.03KB </span>","children":null,"spread":false},{"title":"kill.c <span style='color:#111;'> 2.01KB </span>","children":null,"spread":false},{"title":"xscugic_g.c <span style='color:#111;'> 2.00KB </span>","children":null,"spread":false},{"title":"errno.c <span style='color:#111;'> 1.98KB </span>","children":null,"spread":false},{"title":"fstat.c <span style='color:#111;'> 1.97KB </span>","children":null,"spread":false},{"title":"xuartps_g.c <span style='color:#111;'> 1.97KB </span>","children":null,"spread":false},{"title":"xdmaps_g.c <span style='color:#111;'> 1.96KB </span>","children":null,"spread":false},{"title":"_profile_clean.c <span style='color:#111;'> 1.93KB </span>","children":null,"spread":false},{"title":"unlink.c <span style='color:#111;'> 1.92KB </span>","children":null,"spread":false},{"title":"xscutimer_g.c <span style='color:#111;'> 1.92KB </span>","children":null,"spread":false},{"title":"xscuwdt_g.c <span style='color:#111;'> 1.91KB </span>","children":null,"spread":false},{"title":"xgpiops_g.c <span style='color:#111;'> 1.91KB </span>","children":null,"spread":false},{"title":"xadcps_g.c <span style='color:#111;'> 1.90KB </span>","children":null,"spread":false},{"title":"LeNet5_ip_selftest.c <span style='color:#111;'> 1.90KB </span>","children":null,"spread":false},{"title":"LeNet5_ip_selftest.c <span style='color:#111;'> 1.90KB </span>","children":null,"spread":false},{"title":"......","children":null,"spread":false},{"title":"<span style='color:steelblue;'>文件过多,未全部展示</span>","children":null,"spread":false}],"spread":true}]

评论信息

免责申明

【只为小站】的资源来自网友分享,仅供学习研究,请务必在下载后24小时内给予删除,不得用于其他任何用途,否则后果自负。基于互联网的特殊性,【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查;无论 【只为小站】 经营者是否已进行审查,用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场,基于网友分享,根据中国法律《信息网络传播权保护条例》第二十二条之规定,若资源存在侵权或相关问题请联系本站客服人员,zhiweidada#qq.com,请把#换成@,本站将给予最大的支持与配合,做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明