Merge branch 'refs/heads/fixes' into staging

Author: neural-loop

content/neuromorphic-computing/hardware/brainscales-1-universitat-heidelberg/index.md

@@ -36,7 +36,6 @@ summary: The BrainScaleS-1 is an accelerated spiking neuromorphic system integra
   and event routing on a silicon wafer substrate. It enables fast emulation of
   complex neural dynamics and exploration of STDP-type synaptic plasticity.
 title: BrainScaleS-1 — Heidelberg University
-type: neuromorphic-hardware
 ---
 
 The BrainScaleS-1 accelerated neuromorphic system is an wafer-scale integrated circuit architecture for emulating biologically-inspired spiking neural networks.

content/neuromorphic-computing/hardware/brainscales-2-universitat-heidelberg/index.md

@@ -37,7 +37,6 @@ summary: The BrainScaleS-2 is an accelerated spiking neuromorphic system-on-chip
   of synaptic plasticity rules. The architecture supports training of deep spiking
   and non-spiking neural networks using hybrid techniques like surrogate gradients.
 title: BrainScaleS-2 — Heidelberg University
-type: neuromorphic-hardware
 software_tags: ['hxtorch','jaxsnn','pynn-brainscales2']
 ---
 

content/neuromorphic-computing/hardware/rolls-ini/index.md

@@ -36,7 +36,6 @@ summary: ROLLS is a reconfigurable neuromorphic chip with 256 silicon neurons an
   of neural systems with adaptive behaviors using analog neuron/synapse circuits with
   added digital configuration logic for flexibility.
 title: ROLLS - INI
-type: neuromorphic-hardware
 ---
 
 The ROLLS chip implements key requirements for online learning and adaptive behavior in neuromorphic systems, with highly flexible digital configuration options.

content/neuromorphic-computing/hardware/spikey-universitat-heidelberg/index.md

@@ -34,7 +34,6 @@ summary: The Spikey chip is an accelerated spiking neuromorphic system integrati
   384 integrate-and-fire neurons, 98k plastic synapses, and event routing.
   It enables fast emulation of complex neural dynamics and exploration of STDP-type synaptic plasticity.
 title: Spikey — Heidelberg University
-type: neuromorphic-hardware
 ---
 
 The Spikey accelerated neuromorphic system is an integrated circuit architecture for emulating biologically-inspired spiking neural networks.