Comments (4)
SpykeTorch我不是很了解,大致看了一下,是纯python实现,某些功能或设计**如果想加进来,难度应该不大。是希望整合哪些功能?
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手滑按错成关闭了
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🐥🐥🐥
https://github.com/XDUSPONGE/SNN_benchmark?utm_source=catalyzex.com
感谢及时回复
目前来说,这几个框架都是基于PyTorch实现的。但是,都是一两年前的了,而且都没有更新维护了。
每一个框架都有一些特点。
我不知道这个对你们开发这个新的框架会不会有些参考。
目前来说,这个项目是我看到的最新,而且是国内开发的💪🏻
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感谢支持。以往的大多数框架都侧重生物可解释性(例如PySNN, SpykeTorch),使用STDP之类的规则来学习。Nengo-DL是一个特例,它是可以做深度学习的,因其基于TensorFlow,先训练一个ANN再转换成SNN。最新的3个框架里,BindsNet侧重生物可解释性,Norse和SpikingJelly是侧重深度学习的。Norse和SpikingJelly应该都是在去年下半年启动开发,但我们直到今年8月才注意到Norse这个框架。Norse和SpikingJelly的设计思路类似,但代码风格不太相同。
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Related Issues (20)
- wana to apply some change on the x,y,p,t data: HOT 2
- 在推理时,无法进入自定义的LIF函数 HOT 1
- running build_ext error: [WinError 2] 系统找不到指定的文件。 HOT 4
- STDP学习器step函数存在数值类型异常 HOT 2
- 获取事件数据使用自定义transform参数报错 HOT 4
- 神经形态数据集处理的两种方法并用 HOT 2
- 请问如果本身使用时序数据,假设数据维度为(B,C,T),还需要额外模拟一个时间T吗,然后在T循环吗?可否出一个时序数据的教程?非常感谢您的回复 HOT 4
- logging模块被修改 HOT 1
- About slow processing of issues and discussions
- spikingjelly中的conv1d不用多步模式就会报错RuntimeError: Expected 2D (unbatched) or 3D (batched) input to conv1d HOT 2
- Set initial value for membrane potential HOT 5
- 将脉冲神经元添加到其他模型时,训练时发生错误 HOT 1
- Hello! I have some problems with
- A problem with amount of values to unpack. Gym version. HOT 1
- 神经元模型是在激活什么呢?神经元权重值体现在哪里? HOT 2
- Question about the evolution of the membrame potential HOT 7
- 在用AttributeMonitor记录神经元的电压值的时候,已经设置了m.store_v_seq = True,但还是只记录一个时间的电压 HOT 3
- 请问如何才能求出整个model中所有神经元的数量?因为要计算总的脉冲平均发射率? HOT 1
- what is mstdp and mstdpet in learning.py?
- 降低时间步长方法 HOT 4
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